| Exploring Adaptive MCTS with TD Learning in miniXCOM | Oct 10, 2022 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement Learning in Complex Problems | Oct 10, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Simulating Coverage Path Planning with Roomba | Oct 10, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Benchmarking Reinforcement Learning Techniques for Autonomous Navigation | Oct 10, 2022 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| High Performance on Atari Games Using Perceptual Control Architecture Without Training | Oct 8, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Deep Inventory Management | Oct 6, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery | Oct 6, 2022 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Training Diverse High-Dimensional Controllers by Scaling Covariance Matrix Adaptation MAP-Annealing | Oct 6, 2022 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Scaling up Stochastic Gradient Descent for Non-convex Optimisation | Oct 6, 2022 | Deep Reinforcement LearningVariational Inference | —Unverified | 0 |
| Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection | Oct 6, 2022 | Deep Reinforcement LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Discovering faster matrix multiplication algorithms with reinforcement learning | Oct 5, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 4 |
| Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning | Oct 5, 2022 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Real-Time Reinforcement Learning for Vision-Based Robotics Utilizing Local and Remote Computers | Oct 5, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| On Neural Consolidation for Transfer in Reinforcement Learning | Oct 5, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DISCOVER: Deep identification of symbolically concise open-form PDEs via enhanced reinforcement-learning | Oct 4, 2022 | Deep Reinforcement LearningForm | CodeCode Available | 1 |
| Using Deep Reinforcement Learning for mmWave Real-Time Scheduling | Oct 4, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hyperbolic Deep Reinforcement Learning | Oct 4, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders | Oct 3, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Learning Minimally-Violating Continuous Control for Infeasible Linear Temporal Logic Specifications | Oct 3, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control | Oct 3, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Learning for Wireless Networked Systems: a joint Estimation-Control-Scheduling Approach | Oct 3, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
