| Trajectory VAE for multi-modal imitation | May 1, 2019 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Transfer Learning in Deep Reinforcement Learning: A Survey | Sep 16, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Truncated Matrix Completion - An Empirical Study | Apr 14, 2025 | Decision MakingLow-Rank Matrix Completion | —Unverified | 0 | 0 |
| Two Phase Q-learning for Bidding-based Vehicle Sharing | Sep 29, 2015 | Decision MakingQ-Learning | —Unverified | 0 | 0 |
| Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 | 0 |
| UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach | Jun 29, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits | Apr 16, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Understanding and Leveraging Causal Relations in Deep Reinforcement Learning | Jan 1, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Understanding & Generalizing AlphaGo Zero | May 1, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 | 0 |
| Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process | Jan 25, 2018 | Collision AvoidanceDecision Making | —Unverified | 0 | 0 |
| Understanding the stochastic dynamics of sequential decision-making processes: A path-integral analysis of multi-armed bandits | Aug 11, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 | 0 |
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| Unifying and Optimizing Data Values for Selection via Sequential-Decision-Making | Feb 6, 2025 | Data ValuationDecision Making | —Unverified | 0 | 0 |
| Unlocking the Potential of Simulators: Design with RL in Mind | Jun 8, 2017 | Decision MakingFriction | —Unverified | 0 | 0 |
| UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models | Jun 24, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL | Jul 24, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
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| Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration | Mar 16, 2017 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Utility-based Dueling Bandits as a Partial Monitoring Game | Jul 10, 2015 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Utility Theory for Sequential Decision Making | Jun 27, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization | Jan 5, 2023 | Decision Makingreinforcement-learning | —Unverified | 0 | 0 |
| Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards | Mar 9, 2023 | Decision Makingregression | —Unverified | 0 | 0 |
| Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs | Mar 25, 2014 | Decision MakingSequential Decision Making | —Unverified | 0 | 0 |
| Variational Deep Learning via Implicit Regularization | May 26, 2025 | Deep LearningInductive Bias | —Unverified | 0 | 0 |
| Variational Offline Multi-agent Skill Discovery | May 26, 2024 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
