| Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning | Sep 15, 2017 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map | May 24, 2024 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| Transparency and Explanation in Deep Reinforcement Learning Neural Networks | Sep 17, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| TRL: Discriminative Hints for Scalable Reverse Curriculum Learning | Jan 1, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| TrustFed: A Reliable Federated Learning Framework with Malicious-Attack Resistance | Dec 6, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Trustworthy Federated Learning via Blockchain | Aug 13, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| t-Soft Update of Target Network for Deep Reinforcement Learning | Aug 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| TSS GAZ PTP: Towards Improving Gumbel AlphaZero with Two-stage Self-play for Multi-constrained Electric Vehicle Routing Problems | Feb 17, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning | Jan 28, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Turning Sand to Gold: Recycling Data to Bridge On-Policy and Off-Policy Learning via Causal Bound | Jul 15, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning | Aug 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Twisting Lids Off with Two Hands | Mar 4, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks | Apr 26, 2025 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG | Jun 19, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Two-Memory Reinforcement Learning | Apr 20, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Two-stage Deep Reinforcement Learning for Inverter-based Volt-VAR Control in Active Distribution Networks | May 20, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Two-Timescale Digital Twin Assisted Model Interference and Retraining over Wireless Network | Nov 27, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Two-Timescale Model Caching and Resource Allocation for Edge-Enabled AI-Generated Content Services | Nov 3, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach | Sep 2, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| UAV Access Point Placement for Connectivity to a User with Unknown Location Using Deep RL | Jul 13, 2019 | Deep Reinforcement Learning | —Unverified | 0 |
| UAV-Assisted Enhanced Coverage and Capacity in Dynamic MU-mMIMO IoT Systems: A Deep Reinforcement Learning Approach | Apr 10, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain | Jan 22, 2025 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning | Feb 11, 2025 | Deep Reinforcement LearningEdge-computing | —Unverified | 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 |
| UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning | Apr 11, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| UAV-Enabled Data Collection for IoT Networks via Rainbow Learning | Sep 22, 2024 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| UAV Path Planning Employing MPC- Reinforcement Learning Method Considering Collision Avoidance | Feb 21, 2023 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| UAV-to-Device Underlay Communications: Age of Information Minimization by Multi-agent Deep Reinforcement Learning | Mar 12, 2020 | Deep Reinforcement Learning | —Unverified | 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 |
| UAV Trajectory Optimization for Directional THz Links Using Deep Reinforcement Learning | Jul 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 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 |
| Ubiquitous Distributed Deep Reinforcement Learning at the Edge: Analyzing Byzantine Agents in Discrete Action Spaces | Aug 18, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| UCB Exploration via Q-Ensembles | Jun 5, 2017 | Deep Reinforcement LearningQ-Learning | —Unverified | 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 |
| ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning | Mar 8, 2025 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Unbiased Deep Reinforcement Learning: A General Training Framework for Existing and Future Algorithms | May 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Unboxing MAC Protocol Design Optimization Using Deep Learning | Feb 6, 2020 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning | Nov 19, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information | Feb 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach | Feb 14, 2024 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning | Jan 8, 2019 | Bayesian InferenceDeep Reinforcement Learning | —Unverified | 0 |
| Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning | Dec 31, 2019 | Bayesian InferenceClassification | —Unverified | 0 |
| Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation | Nov 30, 2017 | Deep Reinforcement LearningDialogue Management | —Unverified | 0 |
| Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability | Sep 25, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Understanding and Diagnosing Deep Reinforcement Learning | Jun 23, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Understanding and Leveraging Causal Relations in Deep Reinforcement Learning | Jan 1, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Understanding plasticity in neural networks | Mar 2, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Understanding the Generalization Gap in Visual Reinforcement Learning | Sep 29, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Understanding the Synergies between Quality-Diversity and Deep Reinforcement Learning | Mar 10, 2023 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Underwater Differential Game: Finite-Time Target Hunting Task with Communication Delay | Feb 1, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
