| Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning Approach | Jul 16, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences | Jul 16, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| DRIFT: Deep Reinforcement Learning for Functional Software Testing | Jul 16, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy | Jul 16, 2020 | AnatomyDecision Making | —Unverified | 0 |
| Dueling Deep Q Network for Highway Decision Making in Autonomous Vehicles: A Case Study | Jul 16, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Mixture of Step Returns in Bootstrapped DQN | Jul 16, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Decision-making Strategy on Highway for Autonomous Vehicles using Deep Reinforcement Learning | Jul 16, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Transfer Deep Reinforcement Learning-enabled Energy Management Strategy for Hybrid Tracked Vehicle | Jul 16, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Weighing Counts: Sequential Crowd Counting by Reinforcement Learning | Jul 16, 2020 | Crowd CountingDeep Reinforcement Learning | CodeCode Available | 1 |
| Meta-Gradient Reinforcement Learning with an Objective Discovered Online | Jul 16, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Distributed Reinforcement Learning of Targeted Grasping with Active Vision for Mobile Manipulators | Jul 16, 2020 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems | Jul 15, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Qgraph-bounded Q-learning: Stabilizing Model-Free Off-Policy Deep Reinforcement Learning | Jul 15, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Robustifying Reinforcement Learning Agents via Action Space Adversarial Training | Jul 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement Learning | Jul 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning of Musculoskeletal Control from Functional Simulations | Jul 13, 2020 | AnatomyDeep Reinforcement Learning | CodeCode Available | 0 |
| Revisiting Fundamentals of Experience Replay | Jul 13, 2020 | Deep Reinforcement LearningDQN Replay Dataset | CodeCode Available | 0 |
| Data-Efficient Reinforcement Learning with Self-Predictive Representations | Jul 12, 2020 | Atari Games 100kData Augmentation | CodeCode Available | 1 |
| Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning | Jul 12, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay | Jul 12, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones | Jul 11, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Simulating multi-exit evacuation using deep reinforcement learning | Jul 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Representations for Stable Off-Policy Reinforcement Learning | Jul 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Survey on Autonomous Vehicle Control in the Era of Mixed-Autonomy: From Physics-Based to AI-Guided Driving Policy Learning | Jul 10, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning | Jul 9, 2020 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Learning to Prune Deep Neural Networks via Reinforcement Learning | Jul 9, 2020 | Deep Reinforcement LearningModel Compression | —Unverified | 0 |
| Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization | Jul 9, 2020 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| A deep reinforcement learning model based on deterministic policy gradient for collective neural crest cell migration | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Predictive Maintenance for Edge-Based Sensor Networks: A Deep Reinforcement Learning Approach | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Guided Exploration with Proximal Policy Optimization using a Single Demonstration | Jul 7, 2020 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning and its Neuroscientific Implications | Jul 7, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| robo-gym -- An Open Source Toolkit for Distributed Deep Reinforcement Learning on Real and Simulated Robots | Jul 6, 2020 | Deep Reinforcement LearningIndustrial Robots | —Unverified | 0 |
| Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks | Jul 6, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement Learning | Jul 6, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Unsupervised Paraphrasing via Deep Reinforcement Learning | Jul 5, 2020 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| An Autonomous Free Airspace En-route Controller using Deep Reinforcement Learning Techniques | Jul 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes | Jul 3, 2020 | Deep Reinforcement LearningImage Registration | —Unverified | 0 |
| Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control | Jul 2, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Verifiably Safe Exploration for End-to-End Reinforcement Learning | Jul 2, 2020 | Deep Reinforcement Learningobject-detection | CodeCode Available | 1 |
| Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints | Jul 2, 2020 | Bayesian InferenceDeep Reinforcement Learning | —Unverified | 0 |
| Human-centered collaborative robots with deep reinforcement learning | Jul 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Relation-Aware Transformer for Portfolio Policy Learning | Jul 1, 2020 | Deep Reinforcement LearningRelation | CodeCode Available | 1 |
| Group Equivariant Deep Reinforcement Learning | Jul 1, 2020 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 |
| UAV Path Planning for Wireless Data Harvesting: A Deep Reinforcement Learning Approach | Jul 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Personalization of Hearing Aid Compression by Human-In-Loop Deep Reinforcement Learning | Jul 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing | Jul 1, 2020 | 3D Bin PackingDeep Reinforcement Learning | —Unverified | 0 |
| Testing match-3 video games with Deep Reinforcement Learning | Jun 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep reinforcement learning approach to MIMO precoding problem: Optimality and Robustness | Jun 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
