├── README.md ├── _vizdoom.ini ├── assets ├── basic_ddqn_avg_return.png ├── basic_dqn_avg_return.png ├── dqn-doom-1.ogv ├── dqn-doom-2.ogv ├── dqn-doom.ogv ├── health_exploration_return.png ├── health_gathering_ddqn_avg_return.png ├── health_gathering_mean_q.png ├── prioritized_experience_ddqn_avg_return.png ├── state1_actual.jpg ├── state1_predicted.jpg ├── state2_actual.jpg └── state2_predicted.jpg ├── configs ├── basic.cfg ├── deathmatch.cfg ├── defend_the_center.cfg └── health_gathering.cfg ├── main.py ├── next_state_prediction.py ├── trained_models ├── defend_model_1000.h5 ├── defend_the_center_dueling_ddqn_12_kills.h5 ├── defend_the_center_dueling_ddqn_16_kills.h5 ├── defend_the_center_dueling_ddqn_20_kills.h5 ├── health_model_500.h5 └── health_simple_skip7_2500_score_1850.h5 └── vizdoom.so /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/itaicaspi/keras-dqn-doom/HEAD/README.md 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