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Benchmarks
Trajectory Distribution Matching on Two-Agent Swap Robosuite simulation (100 sampled trajectories)
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1.2
EMD (Agent 1)
Vanilla CTDE Diffusion
1.0612
1.9981
2.935
3.8719
Sep 17, 2025
EMD (Agent 1)
EMD (Agent 2)
Updated 1mo ago
Evaluation Results
Method
Method
Links
EMD (Agent 1)
EMD (Agent 2)
Vanilla CTDE Diffusion
Nature=stochastic
2025.09
1.2
1.74
MIMIC-D
Nature=stochastic
2025.09
1.5
1.24
BC
Nature=deterministic
2025.09
1.93
1.72
MAGAIL
Nature=deterministic
2025.09
4.67
7.99
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