offline imitation learning

Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026 GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation AAAI 2024 Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction NeurIPS 2024 Offline Imitation Learning Through Graph Search and Retrieval RSS 2024 SEABO: A Simple Search-Based Method for Offline Imitation Learning ICLR 2024 SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning NeurIPS 2024 A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories NeurIPS 2023 Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching AAAI 2023 Offline Imitation Learning with Variational Counterfactual Reasoning NeurIPS 2023 DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations ICLR 2022 Discriminator-Guided Model-Based Offline Imitation Learning CoRL 2022 Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations ICML 2022 Proximal Point Imitation Learning NeurIPS 2022 Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching ICML 2022 Curriculum Offline Imitating Learning NeurIPS 2021 Scalable Bayesian Inverse Reinforcement Learning ICLR 2021