CRDT improves Decision Transformers by generating counterfactual (low-probability) actions and their predicted outcomes, improving offline RL performance and enabling trajectory stitching.
Estimating average causal effects from patient trajectories
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Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer
CRDT improves Decision Transformers by generating counterfactual (low-probability) actions and their predicted outcomes, improving offline RL performance and enabling trajectory stitching.