MTIL: Encoding Full History with Mamba for Temporal Imitation Learning

Yulin Zhou, Yuankai Lin, Fanzhe Peng +4

Standard imitation learning (IL) methods have achieved considerable success in robotics, yet often rely on the Markov assumption, which falters in long-horizon tasks where history…