Demonstration Actor Critic

Guoqing Liu
Guoqing Liu
Pushi Zhang
Pushi Zhang
Jiang Bian
Jiang Bian
Tao Qin
Tao Qin
Nenghai Yu
Nenghai Yu
Tie-Yan Liu
Tie-Yan Liu

2019.

Cited by: 0|Bibtex|Views6

Abstract:

We study the problem of\textit {Reinforcement learning from demonstrations (RLfD)}, where the learner is provided with both some expert demonstrations and reinforcement signals from the environment. One approach leverages demonstration data in a supervised manner, which is simple and direct, but can only provide supervision signal over th...More

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