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Reinforcement Learning on MiniGrid UnlockPickup

24.3Success RateLLM Iterative
-0.9725.58912.1518.711May 27, 2026

Evaluation results

MethodLinks
LLM IterativeTraining Episodes=3,0002026.0524.3
Hand-CraftedTraining Episodes=3,0002026.0518.9
LLM One-ShotTraining Episodes=3,0002026.0515.8
No ShapingTraining Episodes=3,0002026.050.1
RNDTraining Episodes=3,0002026.050