| Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment | Aug 16, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| A Deep Reinforcement Learning-based Adaptive Charging Policy for Wireless Rechargeable Sensor Networks | Aug 16, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for RIS-Assisted FD Systems: Single or Distributed RIS? | Aug 15, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Trustworthy Federated Learning via Blockchain | Aug 13, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| AutoShard: Automated Embedding Table Sharding for Recommender Systems | Aug 12, 2022 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 |
| Bayesian Soft Actor-Critic: A Directed Acyclic Strategy Graph Based Deep Reinforcement Learning | Aug 11, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Multi-Agent Reinforcement Learning with Graph Convolutional Neural Networks for optimal Bidding Strategies of Generation Units in Electricity Markets | Aug 11, 2022 | Deep Reinforcement LearningDistributed Optimization | —Unverified | 0 |
| Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation | Aug 10, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach | Aug 10, 2022 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Automating DBSCAN via Deep Reinforcement Learning | Aug 9, 2022 | ClusteringComputational Efficiency | CodeCode Available | 1 |
| Object Detection with Deep Reinforcement Learning | Aug 9, 2022 | Active Object LocalizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning-Based Client Selection for Federated Learning Services Over Wireless Networks with Constrained Monetary Budgets | Aug 8, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Maximum Correntropy Value Decomposition for Multi-agent Deep Reinforcemen Learning | Aug 7, 2022 | Deep Reinforcement LearningSMAC | —Unverified | 0 |
| FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning | Aug 4, 2022 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| DL-DRL: A double-level deep reinforcement learning approach for large-scale task scheduling of multi-UAV | Aug 4, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework | Aug 3, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Joint Sensing and Communications for Deep Reinforcement Learning-based Beam Management in 6G | Aug 3, 2022 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| Chemotaxis of sea urchin sperm cells through deep reinforcement learning | Aug 2, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Agent Interaction | Aug 2, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 2 |
| Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning | Aug 2, 2022 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| A Maintenance Planning Framework using Online and Offline Deep Reinforcement Learning | Aug 1, 2022 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| GANDSE: Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design | Aug 1, 2022 | CPUDeep Learning | —Unverified | 0 |
| Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling | Aug 1, 2022 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning for Precise Soccer Shooting Skills using a Quadrupedal Robot | Aug 1, 2022 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Learning to Grasp on the Moon from 3D Octree Observations with Deep Reinforcement Learning | Aug 1, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach | Aug 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Sampling, Communication, and Prediction Co-Design for Synchronizing the Real-World Device and Digital Model in Metaverse | Jul 31, 2022 | Deep Reinforcement LearningMixed Reality | —Unverified | 0 |
| DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep Reinforcement Learning in SDN | Jul 31, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Unified Automatic Control of Vehicular Systems with Reinforcement Learning | Jul 30, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Solving the vehicle routing problem with deep reinforcement learning | Jul 30, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for System-on-Chip: Myths and Realities | Jul 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cyclic Policy Distillation: Sample-Efficient Sim-to-Real Reinforcement Learning with Domain Randomization | Jul 29, 2022 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning | Jul 29, 2022 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-Objective Provisioning of Network Slices using Deep Reinforcement Learning | Jul 27, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation | Jul 27, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms | Jul 27, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learning Bipedal Walking On Planned Footsteps For Humanoid Robots | Jul 26, 2022 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 3 |
| Vision-Aided Blockage Avoidance in UAV-assisted V2X Communications | Jul 26, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration | Jul 25, 2022 | DeblurringDeep Reinforcement Learning | —Unverified | 0 |
| Learning Soccer Juggling Skills with Layer-wise Mixture-of-Experts | Jul 24, 2022 | Deep Reinforcement LearningHumanoid Control | CodeCode Available | 1 |
| Learning an Adaptive Forwarding Strategy for Mobile Wireless Networks: Resource Usage vs. Latency | Jul 23, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Epersist: A Self Balancing Robot Using PID Controller And Deep Reinforcement Learning | Jul 23, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Halftoning with Multi-Agent Deep Reinforcement Learning | Jul 23, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-Asset Closed-Loop Reservoir Management Using Deep Reinforcement Learning | Jul 21, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design | Jul 21, 2022 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Knowledge-enhanced Black-box Attacks for Recommendations | Jul 21, 2022 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limit Order Book Model | Jul 20, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Abstract Demonstrations and Adaptive Exploration for Efficient and Stable Multi-step Sparse Reward Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games | Jul 18, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
