Reinforcement Learning

Constrained Intrinsic Motivation for Reinforcement Learning IJCAI 2024 Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning NeurIPS 2024 Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming AAAI 2024 Constrained Reinforcement Learning Under Model Mismatch ICML 2024 ConstrainedZero: Chance-Constrained POMDP Planning Using Learned Probabilistic Failure Surrogates and Adaptive Safety Constraints IJCAI 2024 ConTac: Continuum-Emulated Soft Skinned Arm with Vision-based Shape Sensing and Contact-aware Manipulation RSS 2024 Context-guided Continual Reinforcement Learning for Landmark Detection with Incomplete Data MICCAI 2024 Contextual Bilevel Reinforcement Learning for Incentive Alignment NeurIPS 2024 Contextualized Policy Recovery: Modeling and Interpreting Medical Decisions with Adaptive Imitation Learning ICML 2024 Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning AAAI 2024 Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal IJCAI 2024 Continuous Control with Coarse-to-fine Reinforcement Learning CoRL 2024 Continuously Improving Mobile Manipulation with Autonomous Real-World RL CoRL 2024 Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion EMNLP 2024 Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning ICML 2024 Contrast Sets for Evaluating Language-Guided Robot Policies CoRL 2024 Controlgym: Large-scale control environments for benchmarking reinforcement learning algorithms L4DC 2024 Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment EMNLP 2024 Controlled Decoding from Language Models ICML 2024 Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning ICML 2024 Conversational Question Answering with Language Models Generated Reformulations over Knowledge Graph ACL 2024 Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models NAACL 2024 CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics NeurIPS 2024 Coordination of Emergent Demand Changes via Value-Based Negotiation for Supply Chain Management (Student Abstract) AAAI 2024 COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL ICLR 2024