| DearFSAC: An Approach to Optimizing Unreliable Federated Learning via Deep Reinforcement Learning | Jan 30, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning | Apr 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Actor-Critic Reinforcement Learning for Anomaly Detection | Aug 28, 2019 | Anomaly DetectionDeep Reinforcement Learning | —Unverified | 0 |
| DeepADMR: A Deep Learning based Anomaly Detection for MANET Routing | Jan 24, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| DeepAir: A Multi-Agent Deep Reinforcement Learning Based Scheme for an Unknown User Location Problem | Aug 11, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep-Attack over the Deep Reinforcement Learning | May 2, 2022 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions | Sep 8, 2021 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Deep Auto-Deferring Policy for Combinatorial Optimization | Sep 25, 2019 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| A Survey of Zero-shot Generalisation in Deep Reinforcement Learning | Nov 18, 2021 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Deep Binary Reinforcement Learning for Scalable Verification | Mar 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling | Mar 8, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection | Jul 18, 2024 | Deep Reinforcement LearningTime Series | —Unverified | 0 |
| Deep Conservative Policy Iteration | Jun 24, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| DeepCPG Policies for Robot Locomotion | Feb 25, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks | Nov 29, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games | Dec 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Curiosity Search: Intra-Life Exploration Can Improve Performance on Challenging Deep Reinforcement Learning Problems | Jun 1, 2018 | Deep Reinforcement LearningMontezuma's Revenge | —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-Dispatch: A Deep Reinforcement Learning-Based Vehicle Dispatch Algorithm for Advanced Air Mobility | Dec 17, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice | May 19, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Dynamic Attention Model with Gate Mechanism for Solving Time-dependent Vehicle Routing Problems | Sep 29, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond | Oct 12, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing | Oct 5, 2021 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep equal risk pricing of financial derivatives with non-translation invariant risk measures | Jul 23, 2021 | Deep Reinforcement LearningERP | —Unverified | 0 |
| Dealing with Sparse Rewards Using Graph Neural Networks | Mar 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
