Causal SQIL and Causal IQ-Learn combine sliding-window causal adjustment with off-policy soft Q-learning, scaling causal imitation learning to long-horizon continuous control.
Causal Imitation for Markov Decision Processes: a Partial Identification Approach , url =
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Scalable Causal Imitation Learning
Causal SQIL and Causal IQ-Learn combine sliding-window causal adjustment with off-policy soft Q-learning, scaling causal imitation learning to long-horizon continuous control.