Official implementation of "Emergent Neural Automaton Policies: Learning Symbolic Structure from Visuomotor Trajectories" (ENAP, RSS 2026): neuro-symbolic imitation learning that learns task structure from demonstrations as a state machine.
state-machine formal-methods imitation-learning robot-learning behavior-cloning neuro-symbolic-learning automata-learning task-structure maniskill
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Oct 21, 2026 - Python