| Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case | Oct 16, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Racing Control Variable Genetic Programming for Symbolic Regression | Sep 13, 2023 | Deep Reinforcement Learningregression | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning of Marked Temporal Point Processes | May 23, 2018 | Deep Reinforcement LearningMarketing | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Autonomous Driving | Nov 28, 2018 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Random Projection in Neural Episodic Control | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| Ranking for Relevance and Display Preferences in Complex Presentation Layouts | May 7, 2018 | Deep Reinforcement LearningLearning-To-Rank | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning that Matters | Sep 19, 2017 | Atari GamesContinuous Control | CodeCode Available | 0 | 5 |
| Deep reinforcement learning with time-scale invariant memory | Dec 19, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic | Oct 25, 2019 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling | Jul 1, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning in Large Discrete Action Spaces | Dec 24, 2015 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Chinese Zero pronoun Resolution | Jun 10, 2018 | Chinese Zero Pronoun ResolutionDecision Making | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning from Hierarchical Preference Design | Sep 6, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance | Jun 2, 2023 | Deep Reinforcement LearningDiagnostic | CodeCode Available | 0 | 5 |
| Deep reinforcement learning from human preferences | Jun 12, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods | Feb 28, 2018 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 | 5 |
| Reducing Action Space for Deep Reinforcement Learning via Causal Effect Estimation | Jan 24, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration | May 22, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning framework for Autonomous Driving | Apr 8, 2017 | Atari GamesAutonomous Driving | CodeCode Available | 0 | 5 |
| Regularization Matters in Policy Optimization | Oct 21, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review | May 31, 2021 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search | Oct 8, 2021 | Deep Reinforcement LearningNetwork Pruning | CodeCode Available | 0 | 5 |
| CM-DQN: A Value-Based Deep Reinforcement Learning Model to Simulate Confirmation Bias | Jul 10, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward | Dec 29, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| An Intentional Forgetting-Driven Self-Healing Method For Deep Reinforcement Learning Systems | Aug 23, 2023 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep reinforcement learning for time series: playing idealized trading games | Mar 11, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Closed-loop deep learning: generating forward models with back-propagation | Jan 9, 2020 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| An Intelligent SDWN Routing Algorithm Based on Network Situational Awareness and Deep Reinforcement Learning | May 12, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks | Mar 29, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Deep reinforcement learning in World-Earth system models to discover sustainable management strategies | Aug 15, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Sequential Combinatorial Auctions | Jul 10, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Clipped-Objective Policy Gradients for Pessimistic Policy Optimization | Nov 10, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Deep reinforcement learning for smart calibration of radio telescopes | Feb 5, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Reinforcement Learning of Musculoskeletal Control from Functional Simulations | Jul 13, 2020 | AnatomyDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Reinforcement Learning via Recurrent Convolutional Neural Networks | Jan 9, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for De-Novo Drug Design | Nov 29, 2017 | Deep Reinforcement LearningDrug Design | CodeCode Available | 0 | 5 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning | Nov 29, 2023 | Deep Reinforcement LearningLong Form Question Answering | CodeCode Available | 0 | 5 |
| Relational Deep Reinforcement Learning | Jun 5, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Dialogue Generation | Jun 5, 2016 | ChatbotDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes using Transfer Learning | Oct 12, 2019 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies | Sep 10, 2021 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification | Jun 21, 2018 | Action SegmentationClassification | CodeCode Available | 0 | 5 |
| Renaissance Robot: Optimal Transport Policy Fusion for Learning Diverse Skills | Jul 3, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Playing 2.5D Fighting Games | May 5, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 | 5 |
| CiRL: Open-Source Environments for Reinforcement Learning in Circular Economy and Net Zero | May 24, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Long-Short Portfolio Optimization | Dec 26, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
