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

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Title: Bilgin EnesGroup: 2020
Info Hash
B58F3BE06C4EE6444DE8E76ED50801D434DF9A1B
Source
Unverified
Total Size
26.65 MB
Total Files
59
Seeders
2
Leechers
0
Health
2.00
Score
4
Type
eBook

File List

FileSize
Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.pdf15.74 MB
Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.epub10.59 MB
Code/Chapter05/Solving RL.ipynb62.79 KB
Code/Hardware Software List.pdf58.69 KB
Code/Chapter15/Newsvendor plots.ipynb41.47 KB
Code/Chapter03/Contextual Bandits.ipynb24.33 KB
Code/Chapter14/alp/dataset.py17.51 KB
Code/Chapter02/Multi-armed bandits.ipynb12.72 KB
Code/Chapter14/custom_kuka.py8.86 KB
Code/Chapter17/Traffic Lights on a Grid.ipynb8.54 KB
Code/Chapter14/alp/alp_gmm.py8.02 KB
Code/Chapter04/MDP.ipynb7.63 KB
Code/Chapter15/inventory_env.py6.37 KB
Code/Chapter10/mcar_train.py5.09 KB
Code/Chapter06/actor.py4.01 KB
Code/Chapter08/cem.py3.86 KB
Code/Chapter10/mcar_demo.py3.81 KB
Code/Chapter06/train_apex_dqn.py3.73 KB
Code/Chapter12/penenv2.py3.69 KB
Code/Chapter12/penenv3.py3.64 KB
Code/Chapter06/learner.py3.59 KB
Code/Chapter09/tic_tac_toe.py3.56 KB
Code/Chapter10/custom_mcar.py3.21 KB
Code/Chapter08/cma_es.py2.86 KB
Code/Chapter08/rs_cem_comparison.py2.63 KB
Code/Chapter06/models.py2.25 KB
Code/Chapter16/tt_example.py1.99 KB
Code/Chapter15/train_inv_policy.py1.88 KB
Code/Chapter14/manual_control_kuka.py1.55 KB
Code/Chapter14/evaluate_ppo.py1.47 KB
Code/Chapter15/eval_inv_policy.py1.4 KB
Code/Chapter09/ttt_ai_vs_ai.py1.35 KB
Code/Chapter09/ttt_human_vs_ai.py1.3 KB
Code/Chapter09/ttt_train.py1.25 KB
Code/Chapter10/masking_model.py1.24 KB
Code/Chapter12/ml-test.py1.22 KB
Code/Chapter14/visualize_policy.py1.2 KB
Code/Chapter12/ml-test_lstm.py1.17 KB
Code/Chapter15/tune_inv_policy.py974 B
Code/Chapter07/a2c_agent.py881 B
Code/Chapter07/a2c_agent_gae.py880 B
Code/Chapter07/a3c_agent_gae.py857 B
Code/Chapter14/train_ppo_manual_curriculum.py855 B
Code/Chapter07/apex_ddpg_agent.py845 B
Code/Chapter07/a3c_agent.py844 B
Code/Chapter07/td3_agent.py833 B
Code/Chapter07/impala_agent.py819 B
Code/Chapter07/ddpg_agent.py812 B
Code/Chapter07/sac_agent.py810 B
Code/Chapter07/ppo_agent.py810 B
Code/Chapter07/pg_agent.py807 B
Code/Chapter06/ray_primer.py787 B
Code/Chapter06/parameter_server.py770 B
Code/Chapter06/replay.py760 B
Code/Chapter14/configs.py708 B
Code/Chapter06/rllib_apex_dqn.py496 B
Code/Chapter14/train_ppo_no_curriculum.py253 B
Code/Chapter14/train_ppo_alp.py247 B
Code/README.txt56 B

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