Non-Stationary Reinforcement Learning on Isaac Gym Non-Stationary benchmark leaderboard · SOTA2 Research

Non-Stationary Reinforcement Learning on Isaac Gym Non-Stationary

1.13nAUC (Steady)SAC+AES

Evaluation Results

Method	Links
SAC+AES2026.01		1.13	0.73	0.93	0.95	0.79	0	0.35	0.18	0.16	0.3
MEow+AES2026.01		1.09	0.81	0.9	0.99	0.92	0	0.26	0.17	0.09	0.16
SAC2026.01		1	0.58	0.69	0.57	0.51	0	0.42	0.31	0.43	0.49
MEow2026.01		0.99	0.68	0.76	0.76	0.54	0	0.31	0.23	0.23	0.45
PPO+AES2026.01		0.87	0.62	0.67	0.7	0.57	0	0.29	0.23	0.2	0.34
PPO2026.01		0.82	0.44	0.59	0.55	0.48	0	0.46	0.28	0.33	0.41
SQL+AES2026.01		0.81	0.66	0.66	0.72	0.6	0	0.19	0.19	0.11	0.26
SQL2026.01		0.76	0.39	0.47	0.49	0.38	0	0.49	0.38	0.36	0.5