├── .gitignore ├── Experiments ├── Arms.py ├── BanditBaselines.py ├── BanditGenerator.py ├── BanditTools.py ├── Experiments.py ├── From_LinearTS_to_NeuralTS.ipynb ├── NeuralTS.py ├── StochasticBandit.py ├── X_10_10_NTS.pickle └── X_20_10.pickle ├── Paper └── 2010.00827.pdf ├── README.md ├── Report └── Neural_Thompson_Sampling.pdf └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/.gitignore -------------------------------------------------------------------------------- /Experiments/Arms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/Arms.py -------------------------------------------------------------------------------- /Experiments/BanditBaselines.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/BanditBaselines.py -------------------------------------------------------------------------------- /Experiments/BanditGenerator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/BanditGenerator.py -------------------------------------------------------------------------------- /Experiments/BanditTools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/BanditTools.py -------------------------------------------------------------------------------- /Experiments/Experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/Experiments.py -------------------------------------------------------------------------------- /Experiments/From_LinearTS_to_NeuralTS.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/From_LinearTS_to_NeuralTS.ipynb -------------------------------------------------------------------------------- /Experiments/NeuralTS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/NeuralTS.py -------------------------------------------------------------------------------- /Experiments/StochasticBandit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/StochasticBandit.py -------------------------------------------------------------------------------- /Experiments/X_10_10_NTS.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/X_10_10_NTS.pickle -------------------------------------------------------------------------------- /Experiments/X_20_10.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Experiments/X_20_10.pickle -------------------------------------------------------------------------------- /Paper/2010.00827.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Paper/2010.00827.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/README.md -------------------------------------------------------------------------------- /Report/Neural_Thompson_Sampling.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/Report/Neural_Thompson_Sampling.pdf -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RonyAbecidan/Neural-Thompson-Sampling/HEAD/requirements.txt --------------------------------------------------------------------------------