[其他] ICML-State Entropy Maximization with Random Encoders for Efficient Exploration [推广有奖]

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发表于 2025-7-27 12:45:12 |AI写论文

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State Entropy Maximization with Random Encoders
               for Efficient Exploration

   Younggyo Seo * 1 Lili Chen * 2 Jinwoo Shin 1 Honglak Lee 3 4 Pieter Abbeel 2 Kimin Lee 2

         Abstract                proaches encourage agents to visit diverse states, but leave
Recent exploration methods have proven to be a    unanswered the fundamental question of how to quantify
recipe for improving sample-efficiency in deep re-    effective exploration in a principled way.
...