reinforcement learning

Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024 Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization ICLR 2024 REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes ICLR 2024 Reverse Forward Curriculum Learning for Extreme Sample and Demo Efficiency ICLR 2024 Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning ICML 2024 Reward-based Input Construction for Cross-document Relation Extraction ACL 2024 Reward Certification for Policy Smoothed Reinforcement Learning AAAI 2024 Reward Design for Justifiable Sequential Decision-Making ICLR 2024 Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue EMNLP 2024 Reward (Mis)design for Autonomous Driving (Abstract Reprint) AAAI 2024 Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment ICML 2024 RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation ICML 2024 RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation CVPR 2024 Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures AAAI 2024 Risk-sensitive control as inference with Rényi divergence NeurIPS 2024 RL2AC: Reinforcement Learning-based Rapid Online Adaptive Control for Legged Robot Robust Locomotion RSS 2024 RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment ICLR 2024 RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning ICML 2024 RLfOLD: Reinforcement Learning from Online Demonstrations in Urban Autonomous Driving AAAI 2024 RL-GPT: Integrating Reinforcement Learning and Code-as-policy NeurIPS 2024 RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models ACL 2024 RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation NeurIPS 2024 RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold NeurIPS 2024 RLOP: A Framework for Reinforcement Learning, Optimization and Planning Algorithms IJCAI 2024 RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction AAAI 2024