2025
Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
ICLR 2025poster
We explore cross-domain offline reinforcement learning (RL) where offline datasets from another domain can be accessed to facilitate policy learning. However, the underlying environments of the two datasets may have dynamics mismatches, incurring inferior performance when simply merging the data of…