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Bisimulation Metric for Model Predictive Control
2025-01-22
· ICLR 2025 Poster ·
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Findings
IC-144
TD-MPC's training is unstable, with performance collapsing after approximately 1–4 million steps across multiple DM Control tasks
IC-145
TD-MPC fails to achieve high reward when irrelevant background information is added to image inputs