[其他] ICML-LTL2Action Generalizing LTL Instructions for Multi-Task RL [推广有奖]

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发表于 2025-8-10 08:00:42 |AI写论文

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LTL2Action: Generalizing LTL Instructions for Multi-Task RL

   Pashootan Vaezipoor * 1 2 Andrew C. Li * 1 2 Rodrigo Toro Icarte 1 2 Sheila McIlraith 1 2 3

         Abstract                approaches do not scale well because they require (for every
We address the problem of teaching a deep rein-    possible environment) manually building a large training
forcement learning (RL) agent to follow instruc-    set comprised of natural language instructions with their
tions in ...