| Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks | Dec 7, 2021 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound | Mar 26, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem | Jun 30, 2017 | Deep Reinforcement LearningManagement | CodeCode Available | 1 | 5 |
| Control-Informed Reinforcement Learning for Chemical Processes | Aug 24, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning | May 9, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Computational Performance of Deep Reinforcement Learning to find Nash Equilibria | Apr 26, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems | May 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay | Jul 12, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 | 5 |
| Connecting Deep-Reinforcement-Learning-based Obstacle Avoidance with Conventional Global Planners using Waypoint Generators | Apr 8, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| An Application of Deep Reinforcement Learning to Algorithmic Trading | Apr 7, 2020 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
