| Mirror Learning: A Unifying Framework of Policy Optimisation | Jan 7, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Balsa: Learning a Query Optimizer Without Expert Demonstrations | Jan 5, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size | Jan 5, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation | Jan 5, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Learning Control Policies for Fall prevention and safety in bipedal locomotion | Jan 4, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning, a textbook | Jan 4, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Analyzing Micro-Founded General Equilibrium Models with Many Agents using Deep Reinforcement Learning | Jan 3, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism | Jan 3, 2022 | Deep Reinforcement LearningGraph Representation Learning | CodeCode Available | 1 |
| Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification | Jan 1, 2022 | Deep Reinforcement LearningImage-To-Video Person Re-Identification | —Unverified | 0 |
| AME: Attention and Memory Enhancement in Hyper-Parameter Optimization | Jan 1, 2022 | Deep Reinforcement Learningimage-classification | —Unverified | 0 |
