| Deep Reinforcement Learning using Genetic Algorithm for Parameter Optimization | Feb 19, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| SimpleDS: A Simple Deep Reinforcement Learning Dialogue System | Jan 18, 2016 | Deep Reinforcement LearningFeature Engineering | CodeCode Available | 0 | 5 |
| CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous Driving | Apr 3, 2025 | Autonomous DrivingDecision Making | CodeCode Available | 0 | 5 |
| Characterizing Attacks on Deep Reinforcement Learning | Jul 21, 2019 | Atari GamesAutonomous Driving | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Long-Short Portfolio Optimization | Dec 26, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
| Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks | Jun 3, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Playing 2.5D Fighting Games | May 5, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 | 5 |
| SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents | Aug 3, 2023 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Programming Language Correction | Jan 31, 2018 | Deep Reinforcement LearningMachine Translation | CodeCode Available | 0 | 5 |
| Challenges of Context and Time in Reinforcement Learning: Introducing Space Fortress as a Benchmark | Sep 6, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition | Apr 20, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering | May 19, 2021 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment | May 10, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 | 5 |
| Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning | Jan 27, 2020 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Online Optimal Execution Strategies | Oct 17, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus Erythematosus | Apr 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification | Jun 21, 2018 | Action SegmentationClassification | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Multi-Domain Dialogue Systems | Nov 26, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review | May 31, 2021 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deterministic Implementations for Reproducibility in Deep Reinforcement Learning | Sep 15, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation | Jun 28, 2018 | ClusteringDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| ChainerRL: A Deep Reinforcement Learning Library | Dec 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Certifiable Robustness to Adversarial State Uncertainty in Deep Reinforcement Learning | Apr 11, 2020 | Adversarial RobustnessCollision Avoidance | —Unverified | 0 | 0 |
| A new economic and financial theory of money | Oct 8, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Certified Adversarial Robustness for Deep Reinforcement Learning | Oct 28, 2019 | Adversarial RobustnessCollision Avoidance | —Unverified | 0 | 0 |
