| Joint Power Allocation and Beamformer for mmW-NOMA Downlink Systems by Deep Reinforcement Learning | May 13, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems | May 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments | May 12, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning | May 11, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| 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 |
| A Temporal-Pattern Backdoor Attack to Deep Reinforcement Learning | May 5, 2022 | Backdoor AttackCloud Computing | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning in Vehicular OCC | May 5, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —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 |
| Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning | Apr 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Collaborative Target Search with a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning Approach | Apr 26, 2022 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Deep Reinforcement Learning for Orienteering Problems Based on Decomposition | Apr 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-objective Pointer Network for Combinatorial Optimization | Apr 25, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Skill-based Meta-Reinforcement Learning | Apr 25, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning for Online Routing of Unmanned Aerial Vehicles with Wireless Power Transfer | Apr 25, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| HyperNCA: Growing Developmental Networks with Neural Cellular Automata | Apr 25, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing | Apr 24, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mmWave Networks | Apr 23, 2022 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV | Apr 23, 2022 | Anomaly DetectionContinual Learning | —Unverified | 0 |
| Active Domain-Invariant Self-Localization Using Ego-Centric and World-Centric Maps | Apr 22, 2022 | Deep Reinforcement LearningRobot Navigation | —Unverified | 0 |
| Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations | Apr 21, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning | Apr 21, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Comparing Deep Reinforcement Learning Algorithms in Two-Echelon Supply Chains | Apr 20, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Network Topology Optimization via Deep Reinforcement Learning | Apr 19, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning | Apr 16, 2022 | Continual LearningDeep Reinforcement Learning | —Unverified | 0 |
| Divide & Conquer Imitation Learning | Apr 15, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| D3PG: Dirichlet DDPG for Task Partitioning and Offloading With Constrained Hybrid Action Space in Mobile-Edge Computing | Apr 14, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Methodical Advice Collection and Reuse in Deep Reinforcement Learning | Apr 14, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| GloCAL: Glocalized Curriculum-Aided Learning of Multiple Tasks with Application to Robotic Grasping | Apr 14, 2022 | Deep Reinforcement LearningRobotic Grasping | —Unverified | 0 |
| Accelerated Policy Learning with Parallel Differentiable Simulation | Apr 14, 2022 | Deep Reinforcement Learning | CodeCode Available | 2 |
| Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning | Apr 14, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Smart Interference Management xApp using Deep Reinforcement Learning | Apr 12, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| RL-CoSeg : A Novel Image Co-Segmentation Algorithm with Deep Reinforcement Learning | Apr 12, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Semi-Autonomous Control for Robotic Surgery | Apr 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
