Name Bilgin Enes - Mastering Reinforcement Learning with Python + Code - 2020
File Type document
Size 26.65MB
UpdateDate 2024-9-27
hash *****BE06C4EE6444DE8E76ED50801D434DF9A1
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Files Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.pdf | 15.74MB Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.epub | 10.59MB Code/Chapter05/Solving RL.ipynb | 62.79KB Code/Hardware Software List.pdf | 58.69KB Code/Chapter15/Newsvendor plots.ipynb | 41.47KB Code/Chapter03/Contextual Bandits.ipynb | 24.33KB Code/Chapter14/alp/dataset.py | 17.51KB Code/Chapter02/Multi-armed bandits.ipynb | 12.72KB Code/Chapter14/custom_kuka.py | 8.86KB Code/Chapter17/Traffic Lights on a Grid.ipynb | 8.54KB Code/Chapter14/alp/alp_gmm.py | 8.02KB Code/Chapter04/MDP.ipynb | 7.63KB Code/Chapter15/inventory_env.py | 6.37KB Code/Chapter10/mcar_train.py | 5.09KB Code/Chapter06/actor.py | 4.01KB Code/Chapter08/cem.py | 3.86KB Code/Chapter10/mcar_demo.py | 3.81KB Code/Chapter06/train_apex_dqn.py | 3.73KB Code/Chapter12/penenv2.py | 3.69KB Code/Chapter12/penenv3.py | 3.64KB Code/Chapter06/learner.py | 3.59KB Code/Chapter09/tic_tac_toe.py | 3.56KB Code/Chapter10/custom_mcar.py | 3.21KB Code/Chapter08/cma_es.py | 2.86KB Code/Chapter08/rs_cem_comparison.py | 2.63KB Code/Chapter06/models.py | 2.25KB Code/Chapter16/tt_example.py | 1.99KB Code/Chapter15/train_inv_policy.py | 1.88KB Code/Chapter14/manual_control_kuka.py | 1.55KB Code/Chapter14/evaluate_ppo.py | 1.47KB Code/Chapter15/eval_inv_policy.py | 1.40KB Code/Chapter09/ttt_ai_vs_ai.py | 1.35KB Code/Chapter09/ttt_human_vs_ai.py | 1.30KB Code/Chapter09/ttt_train.py | 1.25KB Code/Chapter10/masking_model.py | 1.24KB Code/Chapter12/ml-test.py | 1.22KB Code/Chapter14/visualize_policy.py | 1.20KB Code/Chapter12/ml-test_lstm.py | 1.17KB Code/Chapter15/tune_inv_policy.py | 974B Code/Chapter07/a2c_agent.py | 881B Code/Chapter07/a2c_agent_gae.py | 880B Code/Chapter07/a3c_agent_gae.py | 857B Code/Chapter14/train_ppo_manual_curriculum.py | 855B Code/Chapter07/apex_ddpg_agent.py | 845B Code/Chapter07/a3c_agent.py | 844B Code/Chapter07/td3_agent.py | 833B Code/Chapter07/impala_agent.py | 819B Code/Chapter07/ddpg_agent.py | 812B Code/Chapter07/sac_agent.py | 810B Code/Chapter07/ppo_agent.py | 810B Code/Chapter07/pg_agent.py | 807B Code/Chapter06/ray_primer.py | 787B Code/Chapter06/parameter_server.py | 770B Code/Chapter06/replay.py | 760B Code/Chapter14/configs.py | 708B Code/Chapter06/rllib_apex_dqn.py | 496B Code/Chapter14/train_ppo_no_curriculum.py | 253B Code/Chapter14/train_ppo_alp.py | 247B Code/README.txt | 56B
