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Bilgin Enes - Mastering Reinforcement Learning with Python + Code - 2020

Date: 2024-07-06
Size: 27 MB
Files: 59

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File Name

Size

Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.pdf

16 MB

Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.epub

11 MB

Code/Chapter05/Solving RL.ipynb

63 kB

Code/Hardware Software List.pdf

59 kB

Code/Chapter15/Newsvendor plots.ipynb

42 kB

Code/Chapter03/Contextual Bandits.ipynb

24 kB

Code/Chapter14/alp/dataset.py

18 kB

Code/Chapter02/Multi-armed bandits.ipynb

13 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 B

Code/Chapter07/a2c_agent.py

881 B

Code/Chapter07/a2c_agent_gae.py

880 B

Code/Chapter07/a3c_agent_gae.py

857 B

Code/Chapter14/train_ppo_manual_curriculum.py

855 B

Code/Chapter07/apex_ddpg_agent.py

845 B

Code/Chapter07/a3c_agent.py

844 B

Code/Chapter07/td3_agent.py

833 B

Code/Chapter07/impala_agent.py

819 B

Code/Chapter07/ddpg_agent.py

812 B

Code/Chapter07/sac_agent.py

810 B

Code/Chapter07/ppo_agent.py

810 B

Code/Chapter07/pg_agent.py

807 B

Code/Chapter06/ray_primer.py

787 B

Code/Chapter06/parameter_server.py

770 B

Code/Chapter06/replay.py

760 B

Code/Chapter14/configs.py

708 B

Code/Chapter06/rllib_apex_dqn.py

496 B

Code/Chapter14/train_ppo_no_curriculum.py

253 B

Code/Chapter14/train_ppo_alp.py

247 B

Code/README.txt

56 B