Hill Car POMDP Evaluation benchmark leaderboard · SOTA2 Research

Hill Car POMDP Evaluation

87.58Mean ReturnAG-PFT-DPW

Evaluation Results

Method	Links
AG-PFT-DPW2025.03		87.58	1.36	0.117
PFT-DPW2025.03		83.22	1.55	0.044
PFT-VPW2025.03		78.37	1.73	0.054
PFT-DPW2025.03		75.82	1.81	0.061
PFT-VPW2025.03		72.4	1.92	0.062
PFT-DPW2025.03		71.17	1.94	0.095
PFT-VPW2025.03		63.52	2.14	0.1
PFT-VPW2025.03		60.41	2.19	0.175
PFT-VPW2025.03		57.66	2.25	0.347
AG-PFT-DPW2025.03		56.37	0.86	1.636
AG-PFT-DPW2025.03		55.3	0.93	0.764
POMCPOW2025.03		55.18	0.94	0.348
AG-PFT-DPW2025.03		55.1	0.95	0.331
AG-PFT-VPW2025.03		54.87	2.29	0.12
POMCPOW2025.03		54.69	0.94	0.062
POMCPOW2025.03		54.56	0.98	0.189
POMCPOW2025.03		54.09	1	0.115
POMCPOW2025.03		53.83	0.98	0.167
AG-PFT-DPW2025.03		48.63	1.34	0.438
PFT-DPW2025.03		46.51	2.39	0.192
PFT-DPW2025.03		42.19	2.43	0.36
AG-PFT-VPW2025.03		41.64	1.66	0.563
AG-PFT-VPW2025.03		40.18	1.72	1.109
AG-PFT-VPW2025.03		35.93	1.84	0.497
VOMCPOW2025.03		31.17	2	0.164
VOMCPOW2025.03		30.55	2.02	0.297
VOMCPOW2025.03		27.83	2.08	0.096
VOMCPOW2025.03		26.43	2.11	0.054
VOMCPOW2025.03		21.96	2.18	0.216
AG-PFT-VPW2025.03		15.29	2.3	0.263