| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Adversarial Policies: Attacking Deep Reinforcement Learning | May 25, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Model-Based Transfer Learning for Contextual Reinforcement Learning | Aug 8, 2024 | Bayesian Optimizationcontinuous-control | CodeCode Available | 1 | 5 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Entity Alignment | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Model-free Neural Lyapunov Control for Safe Robot Navigation | Mar 2, 2022 | Deep Reinforcement LearningRobot Navigation | CodeCode Available | 1 | 5 |
| Modeling 3D Shapes by Reinforcement Learning | Mar 27, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning | Sep 24, 2023 | Auxiliary LearningDecision Making | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Human-Like Driving Policies in Collision Avoidance Tasks of Self-Driving Cars | Jun 7, 2020 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 | 5 |
| BeBold: Exploration Beyond the Boundary of Explored Regions | Dec 15, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 | 5 |
| Monte-Carlo Tree Search as Regularized Policy Optimization | Jul 24, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limit Order Book Model | Jul 20, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Time Allocation and Directional Transmission in Joint Radar-Communication | May 19, 2022 | Autonomous VehiclesDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Multiagent Reinforcement Learning Based on Fusion-Multiactor-Attention-Critic for Multiple-Unmanned-Aerial-Vehicle Navigation Control | Oct 10, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Finding Failures in High-Fidelity Simulation using Adaptive Stress Testing and the Backward Algorithm | Jul 27, 2021 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Producing Furniture Layout in Indoor Scenes | Jan 19, 2021 | Deep Reinforcement LearningPosition | CodeCode Available | 1 | 5 |
| Multi-objective Deep Reinforcement Learning for Mobile Edge Computing | Jul 5, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Process Synthesis | Sep 23, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Scalable Multi-Robot Informative Path Planning for Target Mapping via Deep Reinforcement Learning | Sep 25, 2024 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments | May 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems | Oct 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning For Sequence to Sequence Models | May 24, 2018 | Abstractive Text SummarizationCaption Generation | CodeCode Available | 1 | 5 |
| Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning | Oct 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem | Oct 6, 2021 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations | Jun 17, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
