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李宏毅强化学习课程笔记 Sparse Reward | 算法花园 #182

Closed xiang578 closed 2 months ago

xiang578 commented 3 years ago

https://xiang578.com/post/reinforce-learnning-basic-sparse-reward.html

我的笔记汇总: Policy Gradient、PPO: Proximal Policy Optimization、Q-Learning Actor Critic Sparse Reward Imitation Learning Reward Shaping 如果 reward 分布非常稀疏的时候,actor 会很难学习,所以刻意设计 reward 引导模型学习。 Curiosity Intr