| BSAC-CoEx: Coexistence of URLLC and Distributed Learning Services via Device Selection | Dec 22, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Learning to swim efficiently in a nonuniform flow field | Dec 22, 2022 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Decoding surface codes with deep reinforcement learning and probabilistic policy reuse | Dec 22, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms | Dec 21, 2022 | Collaborative InferenceDeep Reinforcement Learning | —Unverified | 0 |
| A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling | Dec 21, 2022 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| On Reinforcement Learning for the Game of 2048 | Dec 21, 2022 | Deep Reinforcement LearningEnsemble Learning | CodeCode Available | 1 |
| Decision-making and control with diffractive optical networks | Dec 21, 2022 | Autonomous DrivingCar Racing | CodeCode Available | 0 |
| Control of Continuous Quantum Systems with Many Degrees of Freedom based on Convergent Reinforcement Learning | Dec 21, 2022 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning | Dec 21, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Variational Quantum Soft Actor-Critic for Robotic Arm Control | Dec 20, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Joint Relay Selection and Beam Management Based on Deep Reinforcement Learning for Millimeter Wave Vehicular Communication | Dec 19, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Neural Coreference Resolution based on Reinforcement Learning | Dec 18, 2022 | AllClustering | —Unverified | 0 |
| Toward BCI-enabled Metaverse: A Joint Learning and Resource Allocation Approach | Dec 17, 2022 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation | Dec 17, 2022 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| An Energy-aware and Fault-tolerant Deep Reinforcement Learning based approach for Multi-agent Patrolling Problems | Dec 16, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Agile Active Target Sensing with a UAV | Dec 16, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Comparing Approaches to Distributed Control of Fluid Systems based on Multi-Agent Systems | Dec 16, 2022 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain Transformer | Dec 15, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet | Dec 15, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Driver Assistance Eco-driving and Transmission Control with Deep Reinforcement Learning | Dec 15, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Quantum Control based on Deep Reinforcement Learning | Dec 14, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust Policy Optimization in Deep Reinforcement Learning | Dec 14, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Proximal Policy Optimization Based Reinforcement Learning for Joint Bidding in Energy and Frequency Regulation Markets | Dec 13, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration | Dec 13, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown | Dec 12, 2022 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Reinforced Approximate Exploratory Data Analysis | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations | Dec 12, 2022 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Where to go: Agent Guidance with Deep Reinforcement Learning in A City-Scale Online Ride-Hailing Service | Dec 12, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization | Dec 11, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Off-Policy Deep Reinforcement Learning Algorithms for Handling Various Robotic Manipulator Tasks | Dec 11, 2022 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Generalization Through the Lens of Learning Dynamics | Dec 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Targeted Adversarial Attacks on Deep Reinforcement Learning Policies via Model Checking | Dec 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Design and Planning of Flexible Mobile Micro-Grids Using Deep Reinforcement Learning | Dec 8, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information | Dec 8, 2022 | Deep Reinforcement LearningImage Super-Resolution | —Unverified | 0 |
| A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces | Dec 8, 2022 | Deep Reinforcement LearningImage Compression | —Unverified | 0 |
| Accelerating Self-Imitation Learning from Demonstrations via Policy Constraints and Q-Ensemble | Dec 7, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Tiered Reward: Designing Rewards for Specification and Fast Learning of Desired Behavior | Dec 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Cooperative Guidance Strategy for Active Defense Spacecraft with Imperfect Information via Deep Reinforcement Learning | Dec 6, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? | Dec 6, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values | Dec 6, 2022 | AttributeDeep Reinforcement Learning | CodeCode Available | 0 |
| Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning | Dec 6, 2022 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks | Dec 6, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat | Dec 5, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning | Dec 5, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning | Dec 4, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| MeshDQN: A Deep Reinforcement Learning Framework for Improving Meshes in Computational Fluid Dynamics | Dec 2, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| CT-DQN: Control-Tutored Deep Reinforcement Learning | Dec 2, 2022 | Car RacingDeep Reinforcement Learning | —Unverified | 0 |
| STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning | Dec 2, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
