| DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems | Oct 8, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning | Oct 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Algorithmic Trading Using Continuous Action Space Deep Reinforcement Learning | Oct 7, 2022 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| How to Enable Uncertainty Estimation in Proximal Policy Optimization | Oct 7, 2022 | Deep Reinforcement LearningOut of Distribution (OOD) Detection | —Unverified | 0 |
| Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery | Oct 6, 2022 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Deep Inventory Management | Oct 6, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing | Oct 6, 2022 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection | Oct 6, 2022 | Deep Reinforcement LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Scaling up Stochastic Gradient Descent for Non-convex Optimisation | Oct 6, 2022 | Deep Reinforcement LearningVariational Inference | —Unverified | 0 |
| Discovering faster matrix multiplication algorithms with reinforcement learning | Oct 5, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 4 |