ResearchBenchmarksReinforcement Learning on AntMaze Medium Diverse Offline-to-OnlineFollow98.8Success RateCQL86.11289.40692.795.994May 14, 2026Evaluation ResultsMethodMethodLinksSuccess RateCQLEvaluation Setting=off...Evaluation Setting=offline-to-online2026.0598.8RLPDEvaluation Setting=off...Evaluation Setting=offline-to-online2026.0598.6CPQLEvaluation Setting=off...Evaluation Setting=offline-to-online2026.0598.2Cal-QLEvaluation Setting=off...Evaluation Setting=offline-to-online2026.0596.3PEXEvaluation Setting=off...Evaluation Setting=offline-to-online2026.0586.6