| Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance | Nov 17, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Deep Reinforcement Learning based Optimal Control of Hot Water Systems | Jan 4, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Deep Reinforcement Learning Based on Location-Aware Imitation Environment for RIS-Aided mmWave MIMO Systems | May 18, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Deep Reinforcement Learning Based on Local GNN for Goal-conditioned Deformable Object Rearranging | Feb 21, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 | 0 |
| Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems | Apr 13, 2024 | Deep Reinforcement LearningScheduling | —Unverified | 0 | 0 |
| Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment | Sep 18, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 | 0 |
| Age of Information Optimization in a RIS-Assisted Wireless Network | Mar 11, 2021 | Bilevel OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Deep Reinforcement Learning-based Obstacle Avoidance for Robot Movement in Warehouse Environments | Sep 23, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications | Aug 3, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection | Jul 8, 2021 | Active LearningDeep Reinforcement Learning | —Unverified | 0 | 0 |
