Bilgin Enes - Mastering Reinforcement Learning with Python + Code - 2020
File List
- Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.pdf 15.7 MB
- Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.epub 10.6 MB
- Code/Chapter05/Solving RL.ipynb 62.8 KB
- Code/Hardware Software List.pdf 58.7 KB
- Code/Chapter15/Newsvendor plots.ipynb 41.5 KB
- Code/Chapter03/Contextual Bandits.ipynb 24.3 KB
- Code/Chapter14/alp/dataset.py 17.5 KB
- Code/Chapter02/Multi-armed bandits.ipynb 12.7 KB
- Code/Chapter14/custom_kuka.py 8.9 KB
- Code/Chapter17/Traffic Lights on a Grid.ipynb 8.5 KB
- Code/Chapter14/alp/alp_gmm.py 8.0 KB
- Code/Chapter04/MDP.ipynb 7.6 KB
- Code/Chapter15/inventory_env.py 6.4 KB
- Code/Chapter10/mcar_train.py 5.1 KB
- Code/Chapter06/actor.py 4.0 KB
- Code/Chapter08/cem.py 3.9 KB
- Code/Chapter10/mcar_demo.py 3.8 KB
- Code/Chapter06/train_apex_dqn.py 3.7 KB
- Code/Chapter12/penenv2.py 3.7 KB
- Code/Chapter12/penenv3.py 3.6 KB
- Code/Chapter06/learner.py 3.6 KB
- Code/Chapter09/tic_tac_toe.py 3.6 KB
- Code/Chapter10/custom_mcar.py 3.2 KB
- Code/Chapter08/cma_es.py 2.9 KB
- Code/Chapter08/rs_cem_comparison.py 2.6 KB
- Code/Chapter06/models.py 2.3 KB
- Code/Chapter16/tt_example.py 2.0 KB
- Code/Chapter15/train_inv_policy.py 1.9 KB
- Code/Chapter14/manual_control_kuka.py 1.6 KB
- Code/Chapter14/evaluate_ppo.py 1.5 KB
- Code/Chapter15/eval_inv_policy.py 1.4 KB
- Code/Chapter09/ttt_ai_vs_ai.py 1.4 KB
- Code/Chapter09/ttt_human_vs_ai.py 1.3 KB
- Code/Chapter09/ttt_train.py 1.2 KB
- Code/Chapter10/masking_model.py 1.2 KB
- Code/Chapter12/ml-test.py 1.2 KB
- Code/Chapter14/visualize_policy.py 1.2 KB
- Code/Chapter12/ml-test_lstm.py 1.2 KB
- Code/Chapter15/tune_inv_policy.py 974 bytes
- Code/Chapter07/a2c_agent.py 881 bytes
- Code/Chapter07/a2c_agent_gae.py 880 bytes
- Code/Chapter07/a3c_agent_gae.py 857 bytes
- Code/Chapter14/train_ppo_manual_curriculum.py 855 bytes
- Code/Chapter07/apex_ddpg_agent.py 845 bytes
- Code/Chapter07/a3c_agent.py 844 bytes
- Code/Chapter07/td3_agent.py 833 bytes
- Code/Chapter07/impala_agent.py 819 bytes
- Code/Chapter07/ddpg_agent.py 812 bytes
- Code/Chapter07/sac_agent.py 810 bytes
- Code/Chapter07/ppo_agent.py 810 bytes
- Code/Chapter07/pg_agent.py 807 bytes
- Code/Chapter06/ray_primer.py 787 bytes
- Code/Chapter06/parameter_server.py 770 bytes
- Code/Chapter06/replay.py 760 bytes
- Code/Chapter14/configs.py 708 bytes
- Code/Chapter06/rllib_apex_dqn.py 496 bytes
- Code/Chapter14/train_ppo_no_curriculum.py 253 bytes
- Code/Chapter14/train_ppo_alp.py 247 bytes
- Code/README.txt 56 bytes
Download Torrent
Related Resources
Copyright Infringement
If the content above is not authorized, please contact us via anywarmservice[AT]gmail.com. Remember to include the full url in your complaint.