Imitation Learning

EMEF: Ensemble Multi-Exposure Image Fusion AAAI 2023 Imitation Learning As State Matching via Differentiable Physics CVPR 2023 Improving Long-Horizon Imitation through Instruction Prediction AAAI 2023 Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills NeurIPS 2023 Interactive Text Generation EMNLP 2023 Iterative Document-level Information Extraction via Imitation Learning EACL 2023 LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023 Offline Imitation Learning with Variational Counterfactual Reasoning NeurIPS 2023 Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior NeurIPS 2023 Subject-driven Text-to-Image Generation via Apprenticeship Learning NeurIPS 2023 Tight Performance Guarantees of Imitator Policies with Continuous Actions AAAI 2023 Towards Example-Based NMT with Multi-Levenshtein Transformers EMNLP 2023 Visual Imitation Learning with Patch Rewards ICLR 2023 An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ACL 2022 Ask4Help: Learning to Leverage an Expert for Embodied Tasks NeurIPS 2022 Cross-Domain Imitation Learning via Optimal Transport ICLR 2022 Data augmentation for efficient learning from parametric experts NeurIPS 2022 Deep Movement Primitives: Toward Breast Cancer Examination Robot AAAI 2022 Delayed Reinforcement Learning by Imitation ICML 2022 Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency AAAI 2022 Don’t Copy the Teacher: Data and Model Challenges in Embodied Dialogue EMNLP 2022 Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale CVPR 2022 LISA: Learning Interpretable Skill Abstractions from Language NeurIPS 2022 LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NeurIPS 2022 Meta-Imitation Learning by Watching Video Demonstrations ICLR 2022