| Adversarial Environment Design via Regret-Guided Diffusion Models | Oct 25, 2024 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning | Apr 12, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT | Dec 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks | May 6, 2019 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing of Software | Jan 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Caching-at-STARS: the Next Generation Edge Caching | Aug 1, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities | Dec 15, 2021 | Algorithmic TradingDecision Making | —Unverified | 0 |
| DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing | Aug 17, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Curriculum goal masking for continuous deep reinforcement learning | Sep 17, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CAD: Clustering And Deep Reinforcement Learning Based Multi-Period Portfolio Management Strategy | Oct 2, 2023 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information | Dec 8, 2022 | Deep Reinforcement LearningImage Super-Resolution | —Unverified | 0 |
| Curriculum-based Deep Reinforcement Learning for Quantum Control | Dec 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning | Mar 23, 2025 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution | May 30, 2024 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online | Nov 19, 2019 | Continual Learningcontinuous-control | —Unverified | 0 |
| Anderson Acceleration for Reinforcement Learning | Sep 25, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| CuRLA: Curriculum Learning Based Deep Reinforcement Learning for Autonomous Driving | Jan 9, 2025 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| A Scalable Finite Difference Method for Deep Reinforcement Learning | Oct 14, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep UAV Path Planning with Assured Connectivity in Dense Urban Setting | Jun 21, 2024 | Deep Reinforcement LearningUnity | —Unverified | 0 |
| Trade-off on Sim2Real Learning: Real-world Learning Faster than Simulations | Jul 21, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Distral: Robust Multitask Reinforcement Learning | Jul 13, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework | Aug 3, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| DeF-DReL: Systematic Deployment of Serverless Functions in Fog and Cloud environments using Deep Reinforcement Learning | Oct 29, 2021 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning | May 5, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing | Dec 21, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |