| Dealing with Sparse Rewards Using Graph Neural Networks | Mar 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Optimization for IRS Based UAV-NOMA Downlink Networks | Jun 17, 2021 | Deep Reinforcement LearningPosition | —Unverified | 0 |
| Associative Memory Based Experience Replay for Deep Reinforcement Learning | Jul 16, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Optimization of Second-Life Battery Utilization in Electric Vehicles Charging Stations | Feb 5, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Adversarial joint attacks on legged robots | May 20, 2022 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Adversarial Deep Reinforcement Learning based Adaptive Moving Target Defense | Nov 27, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks | May 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-based Anti-jamming Power Allocation in a Two-cell NOMA Network | Jan 1, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning | Jun 11, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Approach for a Single Vehicle Persistent Surveillance Problem with Fuel Constraints | Apr 9, 2024 | Common Sense ReasoningDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-based Authentic Dialogue Generation To Protect Youth From Cybergrooming | Dec 17, 2021 | ChatbotDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application | Feb 27, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning | Feb 6, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Vehicular Networks | Feb 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Asset correlation based deep reinforcement learning for the portfolio selection | Jul 1, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment | Jan 25, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks | May 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Controller for Active Heave Compensation | Apr 12, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Accelerating Policy Gradient by Estimating Value Function from Prior Computation in Deep Reinforcement Learning | Feb 2, 2023 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources | Sep 15, 2023 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time | Nov 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning based Dynamic Optimization of Bus Timetable | Jul 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things | Oct 6, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep Reinforcement Learning for Electric Transmission Voltage Control | Jun 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AutoDenoise: Automatic Data Instance Denoising for Recommendations | Mar 12, 2023 | Deep Reinforcement LearningDenoising | —Unverified | 0 |
| Deep Reinforcement Learning Based Framework for Mobile Energy Disseminator Dispatching to Charge On-the-Road Electric Vehicles | Aug 29, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Equal Risk Option Pricing and Hedging under Dynamic Expectile Risk Measures | Sep 29, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based High-level Driving Behavior Decision-making Model in Heterogeneous Traffic | Feb 15, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-based Image Captioning with Embedding Reward | Apr 12, 2017 | Decision MakingDecoder | —Unverified | 0 |
| Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images | Feb 4, 2021 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Foreign Exchange Trading | Aug 21, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Dealing with Limited Backhaul Capacity in Millimeter Wave Systems: A Deep Reinforcement Learning Approach | Dec 27, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Joint Satellite Scheduling and Resource Allocation in Satellite-Terrestrial Integrated Networks | Feb 24, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Modified DDPG car-following model with a real-world human driving experience with CARLA simulator | Dec 29, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| DDPG based on multi-scale strokes for financial time series trading strategy | Jun 5, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations | Aug 26, 2020 | Deep Reinforcement LearningTraffic Signal Control | —Unverified | 0 |
| Deep Reinforcement Learning Based Mobile Edge Computing for Intelligent Internet of Things | Aug 1, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep Reinforcement Learning based Model-free On-line Dynamic Multi-Microgrid Formation to Enhance Resilience | Mar 6, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle | Feb 15, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep Reinforcement Learning-based Multi-objective Path Planning on the Off-road Terrain Environment for Ground Vehicles | May 23, 2023 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications | Aug 3, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Deep Reinforcement Learning-based Obstacle Avoidance for Robot Movement in Warehouse Environments | Sep 23, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems | Apr 13, 2024 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Deep Reinforcement Learning Based on Local GNN for Goal-conditioned Deformable Object Rearranging | Feb 21, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Deep Reinforcement Learning Based on Location-Aware Imitation Environment for RIS-Aided mmWave MIMO Systems | May 18, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Deep Reinforcement Learning based Optimal Control of Hot Water Systems | Jan 4, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Optimal Infinite-Horizon Control of Probabilistic Boolean Control Networks | Apr 7, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Optimal Energy Management of Multi-energy Microgrids with Uncertainties | Nov 30, 2023 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance | Nov 17, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning | Jul 12, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |