├── .gitignore ├── LICENSE ├── README.md ├── bandits ├── epsilon_greedy.py ├── exp3.py ├── run.sh ├── scripts │ ├── create_movielens_dataset.py │ ├── eda.py │ └── visualize_results.py ├── ucb.py └── utils.py ├── data └── ml-20m │ └── README.txt └── results ├── all_plots.png ├── bayesian_10000_5_0.5_1500.csv ├── bayesian_10000_5_0.5_1500_raw.csv ├── bayesian_10000_5_0.5_1500_training_avg_reward.png ├── bayesian_10000_5_1.0_1500.csv ├── bayesian_10000_5_1.0_1500_raw.csv ├── bayesian_10000_5_1.0_1500_training_avg_reward.png ├── bayesian_10000_5_1.5_1500.csv ├── bayesian_10000_5_1.5_1500_raw.csv ├── bayesian_10000_5_1.5_1500_training_avg_reward.png ├── bayesian_10000_5_2.0_1500.csv ├── bayesian_10000_5_2.0_1500_raw.csv ├── bayesian_10000_5_2.0_1500_training_avg_reward.png ├── bayesian_10000_5_2.5_1500.csv ├── bayesian_10000_5_2.5_1500_raw.csv ├── bayesian_10000_5_2.5_1500_training_avg_reward.png ├── bayesian_10000_5_3.0_1500.csv ├── bayesian_10000_5_3.0_1500_raw.csv ├── bayesian_10000_5_3.0_1500_training_avg_reward.png ├── bayesian_100_5_1.5_1500.csv ├── bayesian_100_5_1.5_1500_raw.csv ├── bayesian_100_5_1.5_1500_training_avg_reward.png ├── bayesian_100_5_2.0_1500.csv ├── bayesian_100_5_2.0_1500_raw.csv ├── bayesian_100_5_2.0_1500_training_avg_reward.png ├── cumulative_rewards.png ├── epsilon_greedy_10000_1_0.15_1500.csv ├── epsilon_greedy_10000_1_0.15_1500_raw.csv ├── epsilon_greedy_10000_1_0.15_1500_training_avg_reward.png ├── epsilon_greedy_10000_3_0.15_1500.csv ├── epsilon_greedy_10000_3_0.15_1500_raw.csv ├── epsilon_greedy_10000_3_0.15_1500_training_avg_reward.png ├── epsilon_greedy_10000_5_0.01_1500.csv ├── epsilon_greedy_10000_5_0.01_1500_raw.csv ├── epsilon_greedy_10000_5_0.01_1500_training_avg_reward.png ├── epsilon_greedy_10000_5_0.05_1500.csv ├── epsilon_greedy_10000_5_0.05_1500_raw.csv ├── epsilon_greedy_10000_5_0.05_1500_training_avg_reward.png ├── epsilon_greedy_10000_5_0.15_1500.csv ├── epsilon_greedy_10000_5_0.15_1500_raw.csv ├── epsilon_greedy_10000_5_0.15_1500_training_avg_reward.png ├── epsilon_greedy_10000_5_0.1_1500.csv ├── epsilon_greedy_10000_5_0.1_1500_raw.csv ├── epsilon_greedy_10000_5_0.1_1500_training_avg_reward.png ├── epsilon_greedy_10000_5_0.25_1500.csv ├── epsilon_greedy_10000_5_0.25_1500_raw.csv ├── epsilon_greedy_10000_5_0.25_1500_training_avg_reward.png ├── epsilon_greedy_10000_5_0.33_1500.csv ├── epsilon_greedy_10000_5_0.33_1500_raw.csv ├── epsilon_greedy_10000_5_0.33_1500_training_avg_reward.png ├── epsilon_greedy_10000_7_0.15_1500.csv ├── epsilon_greedy_10000_7_0.15_1500_raw.csv ├── epsilon_greedy_10000_7_0.15_1500_training_avg_reward.png ├── epsilon_greedy_10000_9_0.15_1500.csv ├── epsilon_greedy_10000_9_0.15_1500_raw.csv ├── epsilon_greedy_10000_9_0.15_1500_training_avg_reward.png ├── epsilon_greedy_1000_5_0.15_1500.csv ├── epsilon_greedy_1000_5_0.15_1500_raw.csv ├── epsilon_greedy_1000_5_0.15_1500_training_avg_reward.png ├── epsilon_greedy_100_5_0.1_1500.csv ├── epsilon_greedy_100_5_0.1_1500_raw.csv ├── epsilon_greedy_100_5_0.1_1500_training_avg_reward.png ├── epsilon_greedy_10_5_0.15_1500.csv ├── epsilon_greedy_10_5_0.15_1500_raw.csv ├── epsilon_greedy_10_5_0.15_1500_training_avg_reward.png ├── epsilon_plot.png ├── exp3_10000_5_0.01_1500.csv ├── exp3_10000_5_0.01_1500_raw.csv ├── exp3_10000_5_0.01_1500_training_avg_reward.png ├── exp3_10000_5_0.05_1500.csv ├── exp3_10000_5_0.05_1500_raw.csv ├── exp3_10000_5_0.05_1500_training_avg_reward.png ├── exp3_10000_5_0.15_1500.csv ├── exp3_10000_5_0.15_1500_raw.csv ├── exp3_10000_5_0.15_1500_training_avg_reward.png ├── exp3_10000_5_0.1_1500.csv ├── exp3_10000_5_0.1_1500_raw.csv ├── exp3_10000_5_0.1_1500_training_avg_reward.png ├── exp3_10000_5_0.25_1500.csv ├── exp3_10000_5_0.25_1500_raw.csv ├── exp3_10000_5_0.25_1500_training_avg_reward.png ├── exp3_10000_5_0.33_1500.csv ├── exp3_10000_5_0.33_1500_raw.csv ├── exp3_10000_5_0.33_1500_training_avg_reward.png ├── exp3_100_5_0.1_1500.csv ├── exp3_100_5_0.1_1500_raw.csv ├── exp3_100_5_0.1_1500_training_avg_reward.png ├── exp_plot.png ├── final_bandit_results.png ├── trailing_average_rewards.png ├── ucb1_10000_5_1.96_1500.csv ├── ucb1_10000_5_1.96_1500_raw.csv ├── ucb1_10000_5_1.96_1500_training_avg_reward.png └── ucb_plot.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/README.md -------------------------------------------------------------------------------- /bandits/epsilon_greedy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/epsilon_greedy.py -------------------------------------------------------------------------------- /bandits/exp3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/exp3.py -------------------------------------------------------------------------------- /bandits/run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/run.sh -------------------------------------------------------------------------------- /bandits/scripts/create_movielens_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/scripts/create_movielens_dataset.py -------------------------------------------------------------------------------- /bandits/scripts/eda.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/scripts/eda.py -------------------------------------------------------------------------------- /bandits/scripts/visualize_results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/scripts/visualize_results.py -------------------------------------------------------------------------------- /bandits/ucb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/ucb.py -------------------------------------------------------------------------------- /bandits/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/bandits/utils.py -------------------------------------------------------------------------------- /data/ml-20m/README.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/data/ml-20m/README.txt -------------------------------------------------------------------------------- /results/all_plots.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/all_plots.png -------------------------------------------------------------------------------- /results/bayesian_10000_5_0.5_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_0.5_1500.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_0.5_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_0.5_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_0.5_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_0.5_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/bayesian_10000_5_1.0_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_1.0_1500.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_1.0_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_1.0_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_1.0_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_1.0_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/bayesian_10000_5_1.5_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_1.5_1500.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_1.5_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_1.5_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_1.5_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_1.5_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/bayesian_10000_5_2.0_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_2.0_1500.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_2.0_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_2.0_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_2.0_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_2.0_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/bayesian_10000_5_2.5_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_2.5_1500.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_2.5_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_2.5_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_2.5_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_2.5_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/bayesian_10000_5_3.0_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_3.0_1500.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_3.0_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_3.0_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_10000_5_3.0_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_10000_5_3.0_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/bayesian_100_5_1.5_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_100_5_1.5_1500.csv -------------------------------------------------------------------------------- /results/bayesian_100_5_1.5_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_100_5_1.5_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_100_5_1.5_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_100_5_1.5_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/bayesian_100_5_2.0_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_100_5_2.0_1500.csv -------------------------------------------------------------------------------- /results/bayesian_100_5_2.0_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_100_5_2.0_1500_raw.csv -------------------------------------------------------------------------------- /results/bayesian_100_5_2.0_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/bayesian_100_5_2.0_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/cumulative_rewards.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/cumulative_rewards.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_1_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_1_0.15_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_1_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_1_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_1_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_1_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_3_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_3_0.15_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_3_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_3_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_3_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_3_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.01_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.01_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.01_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.01_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.01_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.01_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.05_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.05_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.05_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.05_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.05_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.05_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.15_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.1_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.1_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.1_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.1_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.1_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.1_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.25_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.25_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.25_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.25_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.25_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.25_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.33_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.33_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.33_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.33_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_5_0.33_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_5_0.33_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_7_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_7_0.15_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_7_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_7_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_7_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_7_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_9_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_9_0.15_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_9_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_9_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10000_9_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10000_9_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_1000_5_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_1000_5_0.15_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_1000_5_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_1000_5_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_1000_5_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_1000_5_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_100_5_0.1_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_100_5_0.1_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_100_5_0.1_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_100_5_0.1_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_100_5_0.1_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_100_5_0.1_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_greedy_10_5_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10_5_0.15_1500.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10_5_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10_5_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/epsilon_greedy_10_5_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_greedy_10_5_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/epsilon_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/epsilon_plot.png -------------------------------------------------------------------------------- /results/exp3_10000_5_0.01_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.01_1500.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.01_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.01_1500_raw.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.01_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.01_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/exp3_10000_5_0.05_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.05_1500.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.05_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.05_1500_raw.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.05_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.05_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/exp3_10000_5_0.15_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.15_1500.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.15_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.15_1500_raw.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.15_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.15_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/exp3_10000_5_0.1_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.1_1500.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.1_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.1_1500_raw.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.1_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.1_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/exp3_10000_5_0.25_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.25_1500.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.25_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.25_1500_raw.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.25_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.25_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/exp3_10000_5_0.33_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.33_1500.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.33_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.33_1500_raw.csv -------------------------------------------------------------------------------- /results/exp3_10000_5_0.33_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_10000_5_0.33_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/exp3_100_5_0.1_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_100_5_0.1_1500.csv -------------------------------------------------------------------------------- /results/exp3_100_5_0.1_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_100_5_0.1_1500_raw.csv -------------------------------------------------------------------------------- /results/exp3_100_5_0.1_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp3_100_5_0.1_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/exp_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/exp_plot.png -------------------------------------------------------------------------------- /results/final_bandit_results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/final_bandit_results.png -------------------------------------------------------------------------------- /results/trailing_average_rewards.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/trailing_average_rewards.png -------------------------------------------------------------------------------- /results/ucb1_10000_5_1.96_1500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/ucb1_10000_5_1.96_1500.csv -------------------------------------------------------------------------------- /results/ucb1_10000_5_1.96_1500_raw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/ucb1_10000_5_1.96_1500_raw.csv -------------------------------------------------------------------------------- /results/ucb1_10000_5_1.96_1500_training_avg_reward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/ucb1_10000_5_1.96_1500_training_avg_reward.png -------------------------------------------------------------------------------- /results/ucb_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jldbc/bandits/HEAD/results/ucb_plot.png --------------------------------------------------------------------------------