| 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 |
| Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningGraph Neural Network | 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 |
| Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing | Oct 22, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Improving Generalization in Reinforcement Learning with Mixture Regularization | Oct 21, 2020 | Data AugmentationDeep 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 |
| 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 |
