2024
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
ICML 2024poster
Cross-domain offline reinforcement learning leverages source domain data with diverse transition dynamics to alleviate the data requirement for the target domain. However, simply merging the data of two domains leads to performance degradation due to the dynamics mismatch. Existing methods address t…