| Learning to Solve Job Shop Scheduling under Uncertainty | Mar 4, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 2 |
| Towards Fair and Efficient Learning-based Congestion Control | Mar 4, 2024 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Twisting Lids Off with Two Hands | Mar 4, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Iterated Q-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning | Mar 4, 2024 | Atari Gamescontinuous-control | —Unverified | 0 |
| Cross Domain Policy Transfer with Effect Cycle-Consistency | Mar 4, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution | Mar 4, 2024 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| A Holistic Power Optimization Approach for Microgrid Control Based on Deep Reinforcement Learning | Mar 1, 2024 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey | Mar 1, 2024 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode | Mar 1, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Robustifying a Policy in Multi-Agent RL with Diverse Cooperative Behaviors and Adversarial Style Sampling for Assistive Tasks | Mar 1, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Cloud-based Federated Learning Framework for MRI Segmentation | Mar 1, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Snapshot Reinforcement Learning: Leveraging Prior Trajectories for Efficiency | Mar 1, 2024 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations | Feb 29, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Disentangling the Causes of Plasticity Loss in Neural Networks | Feb 29, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning: A Convex Optimization Approach | Feb 29, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Temporal-Aware Deep Reinforcement Learning for Energy Storage Bidding in Energy and Contingency Reserve Markets | Feb 29, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| The Fusion of Deep Reinforcement Learning and Edge Computing for Real-time Monitoring and Control Optimization in IoT Environments | Feb 28, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks | Feb 28, 2024 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning | Feb 28, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Symmetry-aware Reinforcement Learning for Robotic Assembly under Partial Observability with a Soft Wrist | Feb 28, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Advancing Investment Frontiers: Industry-grade Deep Reinforcement Learning for Portfolio Optimization | Feb 27, 2024 | Deep Reinforcement LearningPortfolio Optimization | —Unverified | 0 |
| Beacon, a lightweight deep reinforcement learning benchmark library for flow control | Feb 27, 2024 | BenchmarkingCPU | CodeCode Available | 1 |
| Multi-Agent Deep Reinforcement Learning for Distributed Satellite Routing | Feb 27, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Model Free Deep Deterministic Policy Gradient Controller for Setpoint Tracking of Non-minimum Phase Systems | Feb 27, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Emergency Caching: Coded Caching-based Reliable Map Transmission in Emergency Networks | Feb 27, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
