| Deep Reinforcement Learning-based Anti-jamming Power Allocation in a Two-cell NOMA Network | Jan 1, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Curriculum-based Deep Reinforcement Learning for Quantum Control | Dec 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Autonomous Maintenance in IoT Networks via AoI-driven Deep Reinforcement Learning | Dec 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Relational Deep Reinforcement Learning for Routing in Wireless Networks | Dec 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robotic Grasping of Fully-Occluded Objects using RF Perception | Dec 31, 2020 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization | Dec 29, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT | Dec 29, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing | Dec 28, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Risk-Sensitive Deep RL: Variance-Constrained Actor-Critic Provably Finds Globally Optimal Policy | Dec 28, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Portfolio Optimization with 2D Relative-Attentional Gated Transformer | Dec 27, 2020 | Deep Reinforcement LearningPortfolio Optimization | —Unverified | 0 |
| Deep Reinforcement Learning for Long-Short Portfolio Optimization | Dec 26, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Towards sample-efficient episodic control with DAC-ML | Dec 26, 2020 | Deep Reinforcement LearningHippocampus | —Unverified | 0 |
| Learning Vehicle Routing Problems using Policy Optimisation | Dec 24, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A State Representation Dueling Network for Deep Reinforcement Learning | Dec 24, 2020 | Deep Reinforcement LearningGeneral Reinforcement Learning | —Unverified | 0 |
| Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search | Dec 24, 2020 | Deep Reinforcement LearningNeural Architecture Search | —Unverified | 0 |
| SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II | Dec 24, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Rethink AI-based Power Grid Control: Diving Into Algorithm Design | Dec 23, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning | Dec 22, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physical Layer | Dec 22, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning a Group-Aware Policy for Robot Navigation | Dec 22, 2020 | Deep Reinforcement LearningRobot Navigation | —Unverified | 0 |
| Mobile Robot Planner with Low-cost Cameras Using Deep Reinforcement Learning | Dec 21, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Forming Real-World Human-Robot Cooperation for Tasks With General Goal | Dec 19, 2020 | Bayesian InferenceDeep Reinforcement Learning | —Unverified | 0 |
| Minimax Strikes Back | Dec 19, 2020 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Embodied Visual Active Learning for Semantic Segmentation | Dec 17, 2020 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL | Dec 17, 2020 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
