| 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 |
| Online Portfolio Management via Deep Reinforcement Learning with High-Frequency Data | May 1, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Posterior Sampling for Deep Reinforcement Learning | Apr 30, 2023 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 1 |
| SocNavGym: A Reinforcement Learning Gym for Social Navigation | Apr 27, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| TempoRL: laser pulse temporal shape optimization with Deep Reinforcement Learning | Apr 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem | Apr 19, 2023 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| H-TSP: Hierarchically Solving the Large-Scale Travelling Salesman Problem | Apr 19, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Bridging RL Theory and Practice with the Effective Horizon | Apr 19, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Benchmarking Actor-Critic Deep Reinforcement Learning Algorithms for Robotics Control with Action Constraints | Apr 18, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
