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ResearchFormerly WizWand

Behavior Cloning on Maze2D (test)

2.74RewardDecision-GPT
1.06561.50031.9352.3697Nov 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Decision-GPTContext Length=102022.112.74
Uni[MASK] - multi-task + finetuneContext Length=52022.112.73
Uni[MASK] - finetuneContext Length=52022.112.67
Uni[MASK] - single-taskContext Length=52022.112.66
Decision-GPTContext Length=52022.112.66
Uni[MASK] - multi-task (BC & RC)Context Length=52022.112.65
Uni[MASK] - finetuneContext Length=102022.112.55
Uni[MASK] - single-taskContext Length=102022.112.47
Uni[MASK] - multi-task + finetuneContext Length=102022.112.42
Uni[MASK] - multi-task (BC & RC)Context Length=102022.112.39
Uni[MASK] - random-maskContext Length=102022.112.29
Uni[MASK] - random-maskContext Length=52022.112.19
Feedforward Neural NetworkContext Length=102022.111.83
Feedforward Neural NetworkContext Length=52022.111.68
Decision TransformerContext Length=102022.111.58
Decision TransformerContext Length=52022.111.13