reinforcement learning

Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games ACML 2023 Towards Learning to Imitate from a Single Video Demonstration JMLR 2023 Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion CVPR 2023 TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning NeurIPS 2023 Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space L4DC 2023 TRAVEL: Tag-Aware Conversational FAQ Retrieval via Reinforcement Learning EMNLP 2023 Triplet-Free Knowledge-Guided Response Generation ACL 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 Tuning Computer Vision Models With Task Rewards ICML 2023 Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NeurIPS 2023 Understanding Plasticity in Neural Networks ICML 2023 UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-Aware Curriculum and Iterative Generalist-Specialist Learning ICCV 2023 Uniformly Conservative Exploration in Reinforcement Learning AISTATS 2023 Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning AAAI 2023 Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function ACL 2023 Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments ICML 2023 Unveiling the Implicit Toxicity in Large Language Models EMNLP 2023 User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023 Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023 Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023 Vessel-to-Vessel Motion Compensation with Reinforcement Learning AAAI 2023 VOQL: Towards Optimal Regret in Model-free RL with Nonlinear Function Approximation COLT 2023 Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap ICML 2023 Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control AAAI 2023 Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees ICLR 2023