Showing 1–20 of 62 results
/ Date/ Name
Feb 4, 2021Feedback in Imitation Learning: The Three Regimes of Covariate ShiftJun 28, 2017Near-Optimal Edge Evaluation in Explicit Generalized Binomial GraphsNov 20, 2017Bayesian Active Edge Evaluation on Expensive GraphsNov 17, 2017Data-driven Planning via Imitation LearningNov 13, 2016Learning to Gather Information via ImitationOct 5, 2021A Critique of Strictly Batch Imitation LearningMay 22, 2017Adaptive Information Gathering via Imitation LearningFeb 14, 2025Process Reward Models for LLM Agents: Practical Framework and DirectionsOct 10, 2021Leveraging Experience in Lazy SearchMar 4, 2021Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation GapAug 3, 2022Sequence Model Imitation Learning with Unobserved ContextsApr 4, 2019Generalized Lazy Search for Robot Motion Planning: Interleaving Search and Edge Evaluation via Event-based TogglesMay 26, 2023Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-ThoughtMar 26, 2023Inverse Reinforcement Learning without Reinforcement LearningJul 10, 2017Learning Heuristic Search via ImitationDec 10, 2020Blending MPC & Value Function Approximation for Efficient Reinforcement LearningMay 30, 2019Imitation Learning as $f$-Divergence MinimizationAug 19, 2022Game-Theoretic Algorithms for Conditional Moment MatchingMay 30, 2022Minimax Optimal Online Imitation Learning via Replay EstimationMar 1, 2023The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms