Methods

Understanding the Complexity Gains of Single-Task RL with a Curriculum ICML 2023 UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-Aware Curriculum and Iterative Generalist-Specialist Learning ICCV 2023 Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective NeurIPS 2023 Uniformly Conservative Exploration in Reinforcement Learning AISTATS 2023 Uniform-PAC Guarantees for Model-Based RL with Bounded Eluder Dimension UAI 2023 Universal Agent Mixtures and the Geometry of Intelligence AISTATS 2023 Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning AAAI 2023 Unsupervised Behavior Extraction via Random Intent Priors NeurIPS 2023 Unsupervised Keyphrase Extraction by Learning Neural Keyphrase Set Function ACL 2023 User-Interactive Offline Reinforcement Learning ICLR 2023 User-Oriented Robust Reinforcement Learning AAAI 2023 User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023 VA-learning as a more efficient alternative to Q-learning ICML 2023 Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning AAAI 2023 Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning ICLR 2023 Variance Control for Distributional Reinforcement Learning ICML 2023 Variance-Dependent Regret Bounds for Linear Bandits and Reinforcement Learning: Adaptivity and Computational Efficiency COLT 2023 Variance-Reduced Conservative Policy Iteration ALT 2023 Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies NeurIPS 2023 Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills ICML 2023 Variational Latent Branching Model for Off-Policy Evaluation ICLR 2023 Vessel-to-Vessel Motion Compensation with Reinforcement Learning AAAI 2023 Video Prediction Models as Rewards for Reinforcement Learning NeurIPS 2023 VIPeR: Provably Efficient Algorithm for Offline RL with Neural Function Approximation ICLR 2023 VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training ICLR 2023