ResearchBenchmarksSolve Rate on Key Minigrid 13x13Follow100SixteenRooms Solve RateDEGen11.634.5557.580.45Jan 21, 2026Evaluation ResultsMethodMethodLinksSixteenRooms Solve RateSixteenRooms2 Solve RateFourRooms Solve RateFourRooms2 Solve RateFourRooms3 Solve RateStandardMaze Solve RateStandardMaze2 Solve RateStandardMaze3 Solve RateMean Solve RateDEGenRegret Approximation=MNARegret Approximation=MNA2026.011001009410010093639493ACCELRegret Approximation=MNARegret Approximation=MNA2026.01998898999885758490PLRRegret Approximation=MNARegret Approximation=MNA2026.019590951009546737884ACCELRegret Approximation=PVLRegret Approximation=PVL2026.015563608066063045PLRRegret Approximation=PVLRegret Approximation=PVL2026.011500600003