| Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks | May 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Search-Based Testing of Reinforcement Learning | 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 |
| A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images | May 5, 2022 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning in Vehicular OCC | May 5, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Multi-subgoal Robot Navigation in Crowds with History Information and Interactions | May 4, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures | May 4, 2022 | Deep Reinforcement Learningreinforcement-learning | —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 |
| 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 |
| Processing Network Controls via Deep Reinforcement Learning | May 1, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources | May 1, 2022 | Deep Reinforcement LearningTraffic Signal Control | —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 |
| 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 |
| Multi-objective Pointer Network for Combinatorial Optimization | Apr 25, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Orienteering Problems Based on Decomposition | Apr 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —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 |
| Skill-based Meta-Reinforcement Learning | Apr 25, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing | Apr 24, 2022 | Deep 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 |
| 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 |
| Active Domain-Invariant Self-Localization Using Ego-Centric and World-Centric Maps | Apr 22, 2022 | Deep Reinforcement LearningRobot Navigation | —Unverified | 0 |
| Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning | Apr 21, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations | Apr 21, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| 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 |
| Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning | Apr 14, 2022 | Deep Reinforcement LearningQ-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 |
| 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 |
| gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach | Apr 11, 2022 | Deep Reinforcement LearningDeep-Sea Treasure, Image version | CodeCode Available | 0 |
| Deep Reinforcement Learning Based Semi-Autonomous Control for Robotic Surgery | Apr 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Evaluating Vision Transformer Methods for Deep Reinforcement Learning from Pixels | Apr 11, 2022 | Contrastive LearningDeep Reinforcement Learning | —Unverified | 0 |
| MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio | Apr 9, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Optimizing the Long-Term Behaviour of Deep Reinforcement Learning for Pushing and Grasping | Apr 7, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Automating Reinforcement Learning with Example-based Resets | Apr 5, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Optimal service resource management strategy for IoT-based health information system considering value co-creation of users | Apr 5, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning | Apr 4, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning High-DOF Reaching-and-Grasping via Dynamic Representation of Gripper-Object Interaction | Apr 3, 2022 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Enhancing Digital Health Services: A Machine Learning Approach to Personalized Exercise Goal Setting | Apr 3, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation | Apr 2, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Building Decision Forest via Deep Reinforcement Learning | Apr 1, 2022 | Binary ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Mask Atari for Deep Reinforcement Learning as POMDP Benchmarks | Mar 31, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
