| Aeolus Ocean -- A simulation environment for the autonomous COLREG-compliant navigation of Unmanned Surface Vehicles using Deep Reinforcement Learning and Maritime Object Detection | Jul 13, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Blood Glucose Level Prediction in Type 1 Diabetes Using Machine Learning | Jan 30, 2025 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks | Jul 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management | Sep 14, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Flappy Hummingbird: An Open Source Dynamic Simulation of Flapping Wing Robots and Animals | Feb 25, 2019 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Deep Reinforcement Learning in Large Discrete Action Spaces | Dec 24, 2015 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 0 |
| Proximal Curriculum with Task Correlations for Deep Reinforcement Learning | May 3, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Black box meta-learning intrinsic rewards for sparse-reward environments | Jul 31, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Strategic Dialogue Management via Deep Reinforcement Learning | Nov 25, 2015 | Deep Reinforcement LearningDialogue Management | CodeCode Available | 0 |
| Unsupervised Representation Learning in Deep Reinforcement Learning: A Review | Aug 27, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games | May 1, 2022 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Multi-Agent Connected Autonomous Driving using Deep Reinforcement Learning | Nov 11, 2019 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Financial Trading as a Game: A Deep Reinforcement Learning Approach | Jul 8, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic | Oct 25, 2019 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 |
| Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update | May 31, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Proximal Policy Optimization with Mixed Distributed Training | Jul 15, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Unsupervised Video Object Segmentation for Deep Reinforcement Learning | May 20, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Adaptively Calibrated Critic Estimates for Deep Reinforcement Learning | Nov 24, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Bridging the Gap Between Target Networks and Functional Regularization | Jun 4, 2021 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design | Feb 5, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Multi-agent deep reinforcement learning based real-time planning approach for responsive customized bus routes | Dec 14, 2023 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Fighter Jet Navigation and Combat using Deep Reinforcement Learning with Explainable AI | Feb 19, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting | Dec 6, 2018 | Atari GamesContinual Learning | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks | Aug 1, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents | Jan 24, 2018 | Change DetectionDeep Reinforcement Learning | CodeCode Available | 0 |
