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Workshop
Ensemble-based Offline Reinforcement Learning with Adaptive Behavior Cloning
Danyang Wang · Lingsong Zhang
Workshop
Efficient Fine-Tuning of Behavior Cloned Policies with Reinforcement Learning from Limited Demonstrations
Samyeul Noh · Seonghyun Kim · Ingook Jang
Poster
Wed 11:00 On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
Shubham Bharti · Stephen Wright · Adish Singla · Jerry Zhu
Poster
Thu 16:30 Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning
Dylan J Foster · Adam Block · Dipendra Misra
Poster
Thu 16:30 Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
Seokin Seo · Byung-Jun Lee · Jongmin Lee · HyeongJoo Hwang · Hongseok Yang · Kee-Eung Kim
Workshop
Fine-Tuning Web Agents: It Works, But It's Trickier Than You Think
Massimo Caccia · Megh Thakkar · Léo Boisvert · Thibault de Chezelles · Alexandre Piche · Nicolas Chapados · Alexandre Drouin · Maxime Gasse · Alexandre Lacoste