Non-Stationary Reinforcement Learning on MuJoCo Non-Stationary benchmark leaderboard · SOTA2 Research

Non-Stationary Reinforcement Learning on MuJoCo Non-Stationary

1.24nAUC (Steady)SAC+AES

Evaluation Results

Method	Links
SAC+AES2026.01		1.24	0.87	0.94	0.94	0.94	0	0.3	0.24	0.24	0.24
SAC2026.01		1	0.67	0.76	0.68	0.65	0	0.33	0.24	0.32	0.35
MEow+AES2026.01		0.98	0.95	0.88	0.87	0.89	0	0.03	0.1	0.11	0.09
PPO+AES2026.01		0.94	0.69	0.79	0.82	0.77	0	0.27	0.16	0.13	0.18
MEow2026.01		0.92	0.67	0.71	0.79	0.63	0	0.27	0.23	0.14	0.32
PPO2026.01		0.88	0.66	0.64	0.67	0.57	0	0.25	0.27	0.24	0.35
SQL+AES2026.01		0.81	0.65	0.79	0.71	0.64	0	0.2	0.02	0.12	0.21
SQL2026.01		0.8	0.52	0.53	0.5	0.44	0	0.35	0.34	0.38	0.45