inverse reinforcement learning

Belief-Driven Value Alignment for Human-Robot Collaboration AAAI 2026 Can Optimal Transport Improve Federated Inverse Reinforcement Learning? L4DC 2026 CRISP: Curriculum-Inducing Primitive Informed Subgoal Prediction for Boosting Hierarchical Reinforcement Learning AAAI 2026 Enhancing Inverse Reinforcement Learning through Encoding Dynamic Information in Reward Shaping L4DC 2026 Hexaïssa: Standing on Giants’ Shoulders—Routing the Best Chess Engines with Mixture-of-Experts and Latent Reward Learning AAAI 2026 TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning AAAI 2026 Adaptive Human-Robot Collaboration using Type-Based IRL UAI 2025 Conditional Kernel Imitation Learning for Continuous State Environments L4DC 2025 CREStE: Scalable Mapless Navigation with Internet Scale Priors and Counterfactual Guidance RSS 2025 Efficient Imitation under Misspecification ICLR 2025 ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics ICML 2025 Enhancing Portfolio Optimization via Heuristic-Guided Inverse Reinforcement Learning with Multi-Objective Reward and Graph-based Policy Learning IJCAI 2025 Foresight in Motion: Reinforcing Trajectory Prediction with Reward Heuristics ICCV 2025 GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction ICML 2025 Inverse Reinforcement Learning by Estimating Expertise of Demonstrators AAAI 2025 Inverse Reinforcement Learning Meets Large Language Model Alignment ACL 2025 Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors ICML 2025 Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025 Leveraging Human Input to Enable Robust, Interactive, and Aligned AI Systems AAAI 2025 Maximum Causal Entropy IRL in Mean-Field Games and GNEP Framework for Forward RL JMLR 2025 ME: Modelling Ethical Values for Value Alignment AAAI 2025 MEReQ: Max-Ent Residual-Q Inverse RL for Sample-Efficient Alignment from Intervention CoRL 2025 Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching ICLR 2025 Partial Identifiability in Inverse Reinforcement Learning for Agents with Non-Exponential Discounting AAAI 2025 Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025