Bilgin Enes Mastering Reinforcement Learning with Python Code 2020

Bilgin Enes Mastering Reinforcement Learning with Python Code 2020

Name	Bilgin Enes - Mastering Reinforcement Learning with Python + Code - 2020	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	27.9 MB
Total Files	59
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Hash	B58F3BE06C4EE6444DE8E76ED50801D434DF9A1B

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Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.pdf	16.5 MB

Bilgin Enes - Mastering Reinforcement Learning with Python - 2020.epub	11.1 MB
/Code/Chapter05/
Solving RL.ipynb	64.3 KB
Code/
Hardware Software List.pdf	60.1 KB
README.txt	0.1 KB
/Code/Chapter15/
Newsvendor plots.ipynb	42.5 KB
inventory_env.py	6.5 KB
train_inv_policy.py	1.9 KB
eval_inv_policy.py	1.4 KB
tune_inv_policy.py	1.0 KB
/Code/Chapter03/
Contextual Bandits.ipynb	24.9 KB
/Code/Chapter14/alp/
dataset.py	17.9 KB
alp_gmm.py	8.2 KB
/Code/Chapter02/
Multi-armed bandits.ipynb	13.0 KB
/Code/Chapter14/
custom_kuka.py	9.1 KB
manual_control_kuka.py	1.6 KB
evaluate_ppo.py	1.5 KB
visualize_policy.py	1.2 KB
train_ppo_manual_curriculum.py	0.9 KB
configs.py	0.7 KB
train_ppo_no_curriculum.py	0.3 KB
train_ppo_alp.py	0.2 KB
/Code/Chapter17/
Traffic Lights on a Grid.ipynb	8.7 KB
/Code/Chapter04/
MDP.ipynb	7.8 KB
/Code/Chapter10/
mcar_train.py	5.2 KB
mcar_demo.py	3.9 KB
custom_mcar.py	3.3 KB
masking_model.py	1.3 KB
/Code/Chapter06/
actor.py	4.1 KB
train_apex_dqn.py	3.8 KB
learner.py	3.7 KB
models.py	2.3 KB
ray_primer.py	0.8 KB
parameter_server.py	0.8 KB
replay.py	0.8 KB
rllib_apex_dqn.py	0.5 KB
/Code/Chapter08/
cem.py	4.0 KB
cma_es.py	2.9 KB
rs_cem_comparison.py	2.7 KB
/Code/Chapter12/
penenv2.py	3.8 KB
penenv3.py	3.7 KB
ml-test.py	1.2 KB
ml-test_lstm.py	1.2 KB
/Code/Chapter09/
tic_tac_toe.py	3.6 KB
ttt_ai_vs_ai.py	1.4 KB
ttt_human_vs_ai.py	1.3 KB
ttt_train.py	1.3 KB
/Code/Chapter16/
tt_example.py	2.0 KB
/Code/Chapter07/
a2c_agent.py	0.9 KB
a2c_agent_gae.py	0.9 KB
a3c_agent_gae.py	0.9 KB
apex_ddpg_agent.py	0.8 KB
a3c_agent.py	0.8 KB
td3_agent.py	0.8 KB
impala_agent.py	0.8 KB
ddpg_agent.py	0.8 KB
sac_agent.py	0.8 KB
ppo_agent.py	0.8 KB
pg_agent.py	0.8 KB
Total files 59