| Personalised Meta-path Generation for Heterogeneous GNNs | Oct 26, 2020 | Deep Reinforcement LearningGraph Representation Learning | CodeCode Available | 1 |
| Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Multi-UAV Path Planning for Wireless Data Harvesting with Deep Reinforcement Learning | Oct 23, 2020 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Guidance Rewards with Trajectory-space Smoothing | Oct 23, 2020 | AttributeDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing | Oct 22, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning | Oct 21, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Improving Generalization in Reinforcement Learning with Mixture Regularization | Oct 21, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforcement Learning Approach | Oct 21, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Iterative Amortized Policy Optimization | Oct 20, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control | Oct 19, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control | Oct 15, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| UAV Path Planning using Global and Local Map Information with Deep Reinforcement Learning | Oct 14, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems | Oct 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network | Oct 12, 2020 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication | Oct 11, 2020 | Deep Reinforcement LearningDistributed Optimization | CodeCode Available | 1 |
| Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning | Oct 9, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models | Oct 9, 2020 | Deep Reinforcement LearningEpidemiology | CodeCode Available | 1 |
| Prioritized Level Replay | Oct 8, 2020 | Deep Reinforcement LearningSystematic Generalization | CodeCode Available | 1 |
| A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction | Sep 29, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy Decomposition | Sep 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Process Synthesis | Sep 23, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| SREC: Proactive Self-Remedy of Energy-Constrained UAV-Based Networks via Deep Reinforcement Learning | Sep 17, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning | Sep 16, 2020 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
| Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data | Sep 15, 2020 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
