| UniCon: Universal Neural Controller For Physics-based Character Motion | Nov 30, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents | Apr 3, 2023 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for Quadrupeds | Mar 12, 2025 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Unifying Qualitative and Quantitative Safety Verification of DNN-Controlled Systems | Apr 2, 2024 | Deep Reinforcement Learningvalid | —Unverified | 0 |
| Universal Approximation Theorem of Deep Q-Networks | May 4, 2025 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Universal Successor Features Based Deep Reinforcement Learning for Navigation | Jun 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Unlocking Metasurface Practicality for B5G Networks: AI-assisted RIS Planning | Oct 16, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Unsupervised Paraphrasing via Deep Reinforcement Learning | Jul 5, 2020 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation | Nov 18, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| URLLC-Awared Resource Allocation for Heterogeneous Vehicular Edge Computing | Nov 30, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| User-centric Heterogeneous-action Deep Reinforcement Learning for Virtual Reality in the Metaverse over Wireless Networks | Feb 3, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning | Jun 14, 2021 | Deep Reinforcement LearningImage Enhancement | —Unverified | 0 |
| Using a Deep Reinforcement Learning Agent for Traffic Signal Control | Nov 3, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Using Collision Momentum in Deep Reinforcement Learning Based Adversarial Pedestrian Modeling | Jun 13, 2023 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms | Oct 15, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Using Deep Reinforcement Learning for Zero Defect Smart Forging | Jan 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
| Using Deep Reinforcement Learning to Generate Rationales for Molecules | Jan 1, 2018 | Deep Reinforcement LearningDrug Design | —Unverified | 0 |
| Using deep reinforcement learning to promote sustainable human behaviour on a common pool resource problem | Apr 23, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures | May 4, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Using Deep Reinforcement Learning to Train and Evaluate Instructional Sequencing Policies for an Intelligent Tutoring System | Jan 1, 2021 | Deep Reinforcement LearningKnowledge Tracing | —Unverified | 0 |
| Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning | Apr 6, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Using Memory-Based Learning to Solve Tasks with State-Action Constraints | Mar 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL | Nov 30, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Using Part-based Representations for Explainable Deep Reinforcement Learning | Aug 21, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
