Deep RL

ASP-Driven Emergency Planning for Norm Violations in Reinforcement Learning AAAI 2025 Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities EMNLP 2025 Asymptotic Extinction in Large Coordination Games AAAI 2025 Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning IJCAI 2025 AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward CVPR 2025 Augmented Lagrangian Risk-constrained Reinforcement Learning for Portfolio Optimization (Student Abstract) AAAI 2025 A Unifying Framework for Action-Conditional Self-Predictive Reinforcement Learning AISTATS 2025 AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation ICML 2025 Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation AAAI 2025 Back to Base: Towards Hands-Off Learning via Safe Resets with Reach-Avoid Safety Filters L4DC 2025 Batch Ensemble for Variance Dependent Regret in Stochastic Bandits AAAI 2025 bea-jh at BEA 2025 Shared Task: Evaluating AI-powered Tutors through Pedagogically-Informed Reasoning ACL 2025 BeamDojo: Learning Agile Humanoid Locomotion on Sparse Footholds RSS 2025 Benchmarking Quantum Reinforcement Learning ICML 2025 Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement Learning ICML 2025 Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents ACL 2025 Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer IJCAI 2025 Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PC ICML 2025 BFTBrain: Adaptive BFT Consensus with Reinforcement Learning NSDI 2025 BiAssemble: Learning Collaborative Affordance for Bimanual Geometric Assembly ICML 2025 BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025 Bootstrapped Reward Shaping AAAI 2025 BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving ACL 2025 Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains EMNLP 2025 CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025