| Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems | May 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Joint Power Allocation and Beamformer for mmW-NOMA Downlink Systems by Deep Reinforcement Learning | May 13, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments | May 12, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II | May 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning | May 11, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| On the Verge of Solving Rocket League using Deep Reinforcement Learning and Sim-to-sim Transfer | May 10, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Personalized QoE Enhancement for Adaptive Video Streaming: A Digital Twin-Assisted Scheme | May 9, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces | May 8, 2022 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Search-Based Testing of Reinforcement Learning | May 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks | May 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning-based Sliding Mode Control Design for Partially-known Nonlinear Systems | May 6, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Vehicle management in a modular production context using Deep Q-Learning | May 6, 2022 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning in Vehicular OCC | May 5, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning | May 5, 2022 | Backdoor AttackCloud Computing | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images | May 5, 2022 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures | May 4, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-subgoal Robot Navigation in Crowds with History Information and Interactions | May 4, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Real-time Cooperative Vehicle Coordination at Unsignalized Road Intersections | May 3, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Exploration in Deep Reinforcement Learning: A Survey | May 2, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep-Attack over the Deep Reinforcement Learning | May 2, 2022 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games | May 1, 2022 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Processing Network Controls via Deep Reinforcement Learning | May 1, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Data-driven control of spatiotemporal chaos with reduced-order neural ODE-based models and reinforcement learning | May 1, 2022 | Deep Reinforcement LearningDimensionality Reduction | —Unverified | 0 |
| TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources | May 1, 2022 | Deep Reinforcement LearningTraffic Signal Control | —Unverified | 0 |
| AlphaZero-Inspired Game Learning: Faster Training by Using MCTS Only at Test Time | Apr 28, 2022 | Deep Reinforcement LearningGPU | CodeCode Available | 0 |
