| 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 Synthesizing Functions in Higher-Order Logic | Oct 25, 2019 | Automated Theorem ProvingBIG-bench Machine 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 |
| Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising | Jun 14, 2022 | continuous-controlContinuous Control | 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 |
| Clipped-Objective Policy Gradients for Pessimistic Policy Optimization | Nov 10, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning framework for Autonomous Driving | Apr 8, 2017 | Atari GamesAutonomous Driving | 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 |
| Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance | Jun 2, 2023 | Deep Reinforcement LearningDiagnostic | CodeCode Available | 0 | 5 |
| Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space | May 20, 2024 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning | May 24, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | 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 from Hierarchical Preference Design | Sep 6, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| 3D Traffic Simulation for Autonomous Vehicles in Unity and Python | Oct 30, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep reinforcement learning for feedback control in a collective flashing ratchet | Nov 20, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| AI Safety Gridworlds | Nov 27, 2017 | Deep Reinforcement Learningreinforcement-learning | 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 Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Tactile Robotics: Learning to Type on a Braille Keyboard | Aug 6, 2020 | Deep Reinforcement Learningreinforcement-learning | 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 Surgical Gesture Segmentation and Classification | Jun 21, 2018 | Action SegmentationClassification | CodeCode Available | 0 | 5 |
| Action Semantics Network: Considering the Effects of Actions in Multiagent Systems | Jul 26, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Sequential Combinatorial Auctions | Jul 10, 2024 | 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 |
| Deep reinforcement learning for smart calibration of radio telescopes | Feb 5, 2021 | Deep Reinforcement Learningreinforcement-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 |
| Deep reinforcement learning from human preferences | Jun 12, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| CHEQ-ing the Box: Safe Variable Impedance Learning for Robotic Polishing | Jan 14, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Programming Language Correction | Jan 31, 2018 | Deep Reinforcement LearningMachine Translation | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| An Exploration of Deep Learning Methods in Hungry Geese | Sep 5, 2021 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Action Robust Reinforcement Learning and Applications in Continuous Control | Jan 26, 2019 | continuous-controlContinuous Control | 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 |
| Deep Reinforcement Learning for Playing 2.5D Fighting Games | May 5, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 | 5 |
| Characterizing Attacks on Deep Reinforcement Learning | Jul 21, 2019 | Atari GamesAutonomous Driving | CodeCode Available | 0 | 5 |
| Selfie Drone Stick: A Natural Interface for Quadcopter Photography | Sep 14, 2019 | 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 |
| Self Punishment and Reward Backfill for Deep Q-Learning | Apr 10, 2020 | Atari GamesDeep Reinforcement Learning | 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 for irrigation scheduling using high-dimensional sensor feedback | Jan 2, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Multi-class Imbalanced Training | May 24, 2022 | Deep Reinforcement Learningimbalanced classification | CodeCode Available | 0 | 5 |
| Semifactual Explanations for Reinforcement Learning | Sep 9, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Online Optimal Execution Strategies | Oct 17, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks | Jun 3, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| AVARS -- Alleviating Unexpected Urban Road Traffic Congestion using UAVs | Sep 10, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Sequential Experimental Design for X-Ray CT Using Deep Reinforcement Learning | Jul 12, 2023 | 3D ReconstructionComputed Tomography (CT) | 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 |
| 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 |
