Deep RL

Fast Counterfactual Inference for History-Based Reinforcement Learning AAAI 2023 Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement Learning ACML 2023 Fast Rates for Maximum Entropy Exploration ICML 2023 FastRLAP: A System for Learning High-Speed Driving via Deep RL and Autonomous Practicing CoRL 2023 Few-Shot Structured Policy Learning for Multi-Domain and Multi-Task Dialogues EACL 2023 Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning AISTATS 2023 Fine-Grained Human Feedback Gives Better Rewards for Language Model Training NeurIPS 2023 Finite-Time Analysis of Single-Timescale Actor-Critic NeurIPS 2023 Finite time analysis of temporal difference learning with linear function approximation: Tail averaging and regularisation AISTATS 2023 Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NeurIPS 2023 FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems ICML 2023 Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning NeurIPS 2023 Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning ICML 2023 For SALE: State-Action Representation Learning for Deep Reinforcement Learning NeurIPS 2023 Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning CVPR 2023 Full Gradient Deep Reinforcement Learning for Average-Reward Criterion L4DC 2023 Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning CVPR 2023 Future-conditioned Unsupervised Pretraining for Decision Transformer ICML 2023 GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning ICCV 2023 Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-per-Second CVPR 2023 GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models ICML 2023 Generalized Weighted Path Consistency for Mastering Atari Games NeurIPS 2023 General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence NeurIPS 2023 Generating Behaviorally Diverse Policies with Latent Diffusion Models NeurIPS 2023 Generating Dialog Responses with Specified Grammatical Items for Second Language Learning ACL 2023