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VulcanZhX
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ToyRL
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boyu-ai/Hands-on-RL
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23 Commits
23 Commits
.gitignore
.gitignore
AC.py
AC.py
Actor_Critic.ipynb
Actor_Critic.ipynb
Actor_Critic_by_GPT.ipynb
Actor_Critic_by_GPT.ipynb
C4-myDP.ipynb
C4-myDP.ipynb
C5-TDMisc.ipynb
C5-TDMisc.ipynb
C5Plus_MC_misc.ipynb
C5Plus_MC_misc.ipynb
C5_5-TD_nstep.ipynb
C5_5-TD_nstep.ipynb
C6_7_DynaQ_DQN.ipynb
C6_7_DynaQ_DQN.ipynb
Carpole.ipynb
Carpole.ipynb
LICENSE
LICENSE
LunarLanding.ipynb
LunarLanding.ipynb
Lunarlander_DDQN.ipynb
Lunarlander_DDQN.ipynb
PolicyGrad.ipynb
PolicyGrad.ipynb
README.md
README.md
rl_utils.py
rl_utils.py
test.ipynb
test.ipynb
test.py
test.py
第10章-Actor-Critic算法.ipynb
第10章-Actor-Critic算法.ipynb
第11章-TRPO算法.ipynb
第11章-TRPO算法.ipynb
第12章-PPO算法.ipynb
第12章-PPO算法.ipynb
第13章-DDPG算法.ipynb
第13章-DDPG算法.ipynb
第14章-SAC算法.ipynb
第14章-SAC算法.ipynb
第15章-模仿学习.ipynb
第15章-模仿学习.ipynb
第16章-模型预测控制.ipynb
第16章-模型预测控制.ipynb
第17章-基于模型的策略优化.ipynb
第17章-基于模型的策略优化.ipynb
第18章-离线强化学习.ipynb
第18章-离线强化学习.ipynb
第19章-目标导向的强化学习.ipynb
第19章-目标导向的强化学习.ipynb
第20章-多智能体强化学习入门.ipynb
第20章-多智能体强化学习入门.ipynb
第21章-多智能体强化学习进阶.ipynb
第21章-多智能体强化学习进阶.ipynb
第2章-多臂老虎机问题.ipynb
第2章-多臂老虎机问题.ipynb
第3章-马尔可夫决策过程.ipynb
第3章-马尔可夫决策过程.ipynb
第4章-动态规划算法.ipynb
第4章-动态规划算法.ipynb
第5章-时序差分算法.ipynb
第5章-时序差分算法.ipynb
第6章-Dyna-Q算法.ipynb
第6章-Dyna-Q算法.ipynb
第7章-DQN算法.ipynb
第7章-DQN算法.ipynb
第8章-DQN改进算法.ipynb
第8章-DQN改进算法.ipynb
第9章-策略梯度算法.ipynb
第9章-策略梯度算法.ipynb
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ToyRL
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