| Vision-based DRL Autonomous Driving Agent with Sim2Real Transfer | May 19, 2023 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| DRL meets DSA Networks: Convergence Analysis and Its Application to System Design | May 18, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Black-Box Targeted Reward Poisoning Attack Against Online Deep Reinforcement Learning | May 18, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automatic Design Method of Building Pipeline Layout Based on Deep Reinforcement Learning | May 18, 2023 | Deep Reinforcement LearningLayout Design | —Unverified | 0 |
| Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation | May 18, 2023 | Deep Reinforcement LearningIntrusion Detection | —Unverified | 0 |
| Deep Metric Tensor Regularized Policy Gradient | May 18, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces | May 18, 2023 | CPUData Compression | —Unverified | 0 |
| Curriculum Learning in Job Shop Scheduling using Reinforcement Learning | May 17, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Collective Large-scale Wind Farm Multivariate Power Output Control Based on Hierarchical Communication Multi-Agent Proximal Policy Optimization | May 17, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning | May 16, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Boosting Event Extraction with Denoised Structure-to-Text Augmentation | May 16, 2023 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning to Maximize Arterial Usage during Extreme Congestion | May 16, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-based Exploration of Web Applications | May 15, 2023 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| What Matters in Reinforcement Learning for Tractography | May 15, 2023 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Intelligent multicast routing method based on multi-agent deep reinforcement learning in SDWN | May 12, 2023 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| An Intelligent SDWN Routing Algorithm Based on Network Situational Awareness and Deep Reinforcement Learning | May 12, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Quantile-Based Deep Reinforcement Learning using Two-Timescale Policy Gradient Algorithms | May 12, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Identify, Estimate and Bound the Uncertainty of Reinforcement Learning for Autonomous Driving | May 12, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Optimizing Memory Mapping Using Deep Reinforcement Learning | May 11, 2023 | Cloud ComputingDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Interference Management in UAV-based 3D Networks: Potentials and Challenges | May 11, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Reinforcement Learning Based Resource Allocation for Cloud Native Wireless Network | May 10, 2023 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Sequence-Agnostic Multi-Object Navigation | May 10, 2023 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Extracting Diagnosis Pathways from Electronic Health Records Using Deep Reinforcement Learning | May 10, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection | May 9, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Optimal Energy System Scheduling Using A Constraint-Aware Reinforcement Learning Algorithm | May 9, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Assessment of Reinforcement Learning Algorithms for Nuclear Power Plant Fuel Optimization | May 9, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Cooperating Graph Neural Networks with Deep Reinforcement Learning for Vaccine Prioritization | May 9, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Safe Deep RL for Intraoperative Planning of Pedicle Screw Placement | May 9, 2023 | AnatomyDeep Reinforcement Learning | —Unverified | 0 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity | May 7, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| A Deep Reinforcement Learning-based Reserve Optimization in Active Distribution Systems for Tertiary Frequency Regulation | May 7, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization | May 5, 2023 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Map-based Experience Replay: A Memory-Efficient Solution to Catastrophic Forgetting in Reinforcement Learning | May 3, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Deep Q-Learning-based Distribution Network Reconfiguration for Reliability Improvement | May 2, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Online Portfolio Management via Deep Reinforcement Learning with High-Frequency Data | May 1, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| BCEdge: SLO-Aware DNN Inference Services with Adaptive Batching on Edge Platforms | May 1, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition | May 1, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Posterior Sampling for Deep Reinforcement Learning | Apr 30, 2023 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 1 |
| Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning | Apr 29, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Optimal Scheduling in IoT-Driven Smart Isolated Microgrids Based on Deep Reinforcement Learning | Apr 28, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading | Apr 27, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Adversarial Policy Optimization in Deep Reinforcement Learning | Apr 27, 2023 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Discovering Object-Centric Generalized Value Functions From Pixels | Apr 27, 2023 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| SocNavGym: A Reinforcement Learning Gym for Social Navigation | Apr 27, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning | Apr 26, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep and Power Control in RIS-aided Energy-Efficient RAN | Apr 26, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Federated Deep Reinforcement Learning for THz-Beam Search with Limited CSI | Apr 25, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Roll-Drop: accounting for observation noise with a single parameter | Apr 25, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Dynamic Datasets and Market Environments for Financial Reinforcement Learning | Apr 25, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 6 |
| Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks | Apr 25, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
