Reinforcement Learning

Actor-Critic Alignment for Offline-to-Online Reinforcement Learning ICML 2023 AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems AAAI 2023 Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness AAAI 2023 Adaptive Zone-Aware Hierarchical Planner for Vision-Language Navigation CVPR 2023 Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023 Aligning Language Models with Preferences through f-divergence Minimization ICML 2023 A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence NeurIPS 2023 Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023 Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning ICML 2023 Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023 BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023 Behavior Contrastive Learning for Unsupervised Skill Discovery ICML 2023 Behavior Proximal Policy Optimization ICLR 2023 Bigger, Better, Faster: Human-level Atari with human-level efficiency ICML 2023 Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning EMNLP 2023 Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning? NeurIPS 2023 Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NeurIPS 2023 Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards CVPR 2023 Critic-Guided Decoding for Controlled Text Generation ACL 2023 DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning AAAI 2023 DaxBench: Benchmarking Deformable Object Manipulation with Differentiable Physics ICLR 2023 Decision S4: Efficient Sequence-Based RL via State Spaces Layers ICLR 2023 DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization NeurIPS 2023 Deep Reinforcement Learning with Plasticity Injection NeurIPS 2023 Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023