List your company

Reinforcement Learning on MiniGrid FourRooms

27.2Success Rate (SR)No Shaping
5.25610.95316.6522.347May 27, 2026

Evaluation results

MethodLinks
No ShapingTraining Episodes=3,0002026.0527.2
LLM IterativeTraining Episodes=3,0002026.0523.3
LLM One-ShotTraining Episodes=3,0002026.0519.9
Hand-CraftedTraining Episodes=3,0002026.0517.7
RNDTraining Episodes=3,0002026.056.1