Reinforcement Learning

Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games ICML 2025 Incentivizing Safer Actions in Policy Optimization for Constrained Reinforcement Learning IJCAI 2025 In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025 In-Context Reinforcement Learning From Suboptimal Historical Data ICML 2025 Incorporating Review-missing Interactions for Generative Explainable Recommendation COLING 2025 In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning AAAI 2025 Independent Learning in Performative Markov Potential Games AISTATS 2025 Indirect Online Preference Optimization via Reinforcement Learning IJCAI 2025 Inducing, Detecting and Characterising Neural Modules: A Pipeline for Functional Interpretability in Reinforcement Learning ICML 2025 Inference of Human-derived Specifications of Object Placement via Demonstration IJCAI 2025 Inferring Causal Protein Signaling Networks with Reinforcement Learning via Artificial Bee Colony Neural Architecture Search IJCAI 2025 Information-Based Exploration via Random Features for Reinforcement Learning ACML 2025 InnateCoder: Learning Programmatic Options with Foundation Models IJCAI 2025 In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents ACL 2025 Instance-Dependent Regret Bounds for Learning Two-Player Zero-Sum Games with Bandit Feedback COLT 2025 InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization IJCAI 2025 Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models ICLR 2025 Intelligent OPC Engineer Assistant for Semiconductor Manufacturing AAAI 2025 IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding EMNLP 2025 Interface-level Intent Inference for Environment-agnostic Robot Teleoperation Assistance RSS 2025 InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions CVPR 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 Interruption Handling for Conversational Robots RSS 2025 Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces ICML 2025 IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning ICLR 2025