| AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Embodied Synaptic Plasticity with Online Reinforcement learning | Mar 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Emergent behavior and neural dynamics in artificial agents tracking turbulent plumes | Sep 25, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Energy Harvesting Reconfigurable Intelligent Surface for UAV Based on Robust Deep Reinforcement Learning | Feb 23, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning Approach | Jun 23, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Enhancing Navigational Safety in Crowded Environments using Semantic-Deep-Reinforcement-Learning-based Navigation | Sep 23, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Entity-based Reinforcement Learning for Autonomous Cyber Defence | Oct 23, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Environment Agnostic Representation for Visual Reinforcement Learning | Jan 1, 2023 | Deep Reinforcement LearningDomain Generalization | CodeCode Available | 1 |
| Evaluating Robustness of Deep Reinforcement Learning for Autonomous Surface Vehicle Control in Field Tests | May 15, 2025 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning | Jan 13, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Execution-based Code Generation using Deep Reinforcement Learning | Jan 31, 2023 | Code CompletionCode Generation | CodeCode Available | 1 |
| Experience Replay with Likelihood-free Importance Weights | Jun 23, 2020 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Persevering EdgeIoT | Feb 15, 2022 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Extreme Q-Learning: MaxEnt RL without Entropy | Jan 5, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 |
| Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning | Aug 5, 2020 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Automating DBSCAN via Deep Reinforcement Learning | Aug 9, 2022 | ClusteringComputational Efficiency | CodeCode Available | 1 |
| Finite Expression Method for Solving High-Dimensional Partial Differential Equations | Jun 21, 2022 | Deep Reinforcement LearningVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control | Jan 11, 2024 | Deep Reinforcement LearningIncremental Learning | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| AutoShard: Automated Embedding Table Sharding for Recommender Systems | Aug 12, 2022 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 |
| Automatic Data Augmentation for Generalization in Reinforcement Learning | Dec 1, 2021 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation | Jun 12, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
