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| UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning | Apr 11, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| UAV-Enabled Data Collection for IoT Networks via Rainbow Learning | Sep 22, 2024 | Deep Reinforcement LearningFairness | —Unverified | 0 | 0 |
| UAV Path Planning Employing MPC- Reinforcement Learning Method Considering Collision Avoidance | Feb 21, 2023 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 | 0 |
| UAV-to-Device Underlay Communications: Age of Information Minimization by Multi-agent Deep Reinforcement Learning | Mar 12, 2020 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| UAV Trajectory and Multi-User Beamforming Optimization for Clustered Users Against Passive Eavesdropping Attacks With Unknown CSI | Jun 11, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| UAV Trajectory Optimization for Directional THz Links Using Deep Reinforcement Learning | Jul 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning | Aug 1, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Ubiquitous Distributed Deep Reinforcement Learning at the Edge: Analyzing Byzantine Agents in Discrete Action Spaces | Aug 18, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 | 0 |
| UCB Exploration via Q-Ensembles | Jun 5, 2017 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| UDCR: Unsupervised Aortic DSA/CTA Rigid Registration Using Deep Reinforcement Learning and Overlap Degree Calculation | Mar 9, 2024 | Deep Reinforcement LearningImage Registration | —Unverified | 0 | 0 |
| ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning | Mar 8, 2025 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Unbiased Deep Reinforcement Learning: A General Training Framework for Existing and Future Algorithms | May 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Unboxing MAC Protocol Design Optimization Using Deep Learning | Feb 6, 2020 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning | Nov 19, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information | Feb 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach | Feb 14, 2024 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 | 0 |
| Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning | Jan 8, 2019 | Bayesian InferenceDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning | Dec 31, 2019 | Bayesian InferenceClassification | —Unverified | 0 | 0 |
| Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation | Nov 30, 2017 | Deep Reinforcement LearningDialogue Management | —Unverified | 0 | 0 |
| Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability | Sep 25, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Understanding and Diagnosing Deep Reinforcement Learning | Jun 23, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Understanding and Leveraging Causal Relations in Deep Reinforcement Learning | Jan 1, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Understanding plasticity in neural networks | Mar 2, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Understanding the Generalization Gap in Visual Reinforcement Learning | Sep 29, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Understanding the Synergies between Quality-Diversity and Deep Reinforcement Learning | Mar 10, 2023 | Deep Reinforcement LearningDiversity | —Unverified | 0 | 0 |
| Underwater Differential Game: Finite-Time Target Hunting Task with Communication Delay | Feb 1, 2022 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| UniCon: Universal Neural Controller For Physics-based Character Motion | Nov 30, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents | Apr 3, 2023 | Deep Reinforcement LearningOffline RL | —Unverified | 0 | 0 |
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| Universal Approximation Theorem of Deep Q-Networks | May 4, 2025 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Universal Successor Features Based Deep Reinforcement Learning for Navigation | Jun 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
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| Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms | Oct 15, 2018 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
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| Using Deep Reinforcement Learning to Enhance Channel Sampling Patterns in Integrated Sensing and Communication | Dec 4, 2024 | Deep Reinforcement LearningIntegrated sensing and communication | —Unverified | 0 | 0 |
| Using Deep Reinforcement Learning to Generate Rationales for Molecules | Jan 1, 2018 | Deep Reinforcement LearningDrug Design | —Unverified | 0 | 0 |
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| Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures | May 4, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
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| Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning | Apr 6, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Using Memory-Based Learning to Solve Tasks with State-Action Constraints | Mar 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
