| DOOM: A Novel Adversarial-DRL-Based Op-Code Level Metamorphic Malware Obfuscator for the Enhancement of IDS | Oct 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Robotic Object Search via HIEM: Hierarchical Policy Learning with Intrinsic-Extrinsic Modeling | Oct 16, 2020 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Autonomous Control of a Particle Accelerator using Deep Reinforcement Learning | Oct 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach | Oct 16, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Energy-Efficient Control Adaptation with Safety Guarantees for Learning-Enabled Cyber-Physical Systems | Oct 15, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning | Oct 15, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents | Oct 15, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control | Oct 15, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Applicability and Challenges of Deep Reinforcement Learning for Satellite Frequency Plan Design | Oct 15, 2020 | BenchmarkingDecision Making | —Unverified | 0 |
| UAV Path Planning using Global and Local Map Information with Deep Reinforcement Learning | Oct 14, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Grid-Interactive Multi-Zone Building Control Using Reinforcement Learning with Global-Local Policy Search | Oct 13, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems | Oct 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning and Transportation Research: A Comprehensive Review | Oct 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network | Oct 12, 2020 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond | Oct 12, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep-Reinforcement-Learning-Based Scheduling with Contiguous Resource Allocation for Next-Generation Cellular Systems | Oct 11, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions | Oct 11, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication | Oct 11, 2020 | Deep Reinforcement LearningDistributed Optimization | CodeCode Available | 1 |
| Deep Reinforcement Learning for Asset Allocation in US Equities | Oct 9, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning | Oct 9, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Learning to Locomote: Understanding How Environment Design Matters for Deep Reinforcement Learning | Oct 9, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models | Oct 9, 2020 | Deep Reinforcement LearningEpidemiology | CodeCode Available | 1 |
| Learning Intrinsic Symbolic Rewards in Reinforcement Learning | Oct 8, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Guided Curriculum Learning for Walking Over Complex Terrain | Oct 8, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Prioritized Level Replay | Oct 8, 2020 | Deep Reinforcement LearningSystematic Generalization | CodeCode Available | 1 |
| Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning | Oct 8, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Actor-Critic Algorithm for High-dimensional Partial Differential Equations | Oct 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Safety Assurance for Deep Reinforcement Learning | Oct 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Proximal Policy Optimization with Relative Pearson Divergence | Oct 7, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things | Oct 6, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching using Deep Reinforcement Learning | Oct 5, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning | Oct 5, 2020 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows | Oct 5, 2020 | Deep Reinforcement LearningGraph Embedding | —Unverified | 0 |
| Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks | Oct 5, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Test-Cost Sensitive Methods for Identifying Nearby Points | Oct 4, 2020 | Deep Reinforcement LearningMissing Values | —Unverified | 0 |
| Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network | Oct 4, 2020 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban | Oct 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Attractor Selection in Nonlinear Energy Harvesting Using Deep Reinforcement Learning | Oct 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| POMDPs in Continuous Time and Discrete Spaces | Oct 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Mixed Convolutional Network | Oct 1, 2020 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Student-Initiated Action Advising via Advice Novelty | Oct 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Bridging the gap between Markowitz planning and deep reinforcement learning | Sep 30, 2020 | Asset ManagementAutonomous Driving | —Unverified | 0 |
| AAMDRL: Augmented Asset Management with Deep Reinforcement Learning | Sep 30, 2020 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control | Sep 30, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks | Sep 30, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Toolpath design for additive manufacturing using deep reinforcement learning | Sep 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Efficient Measurement of Quantum Devices | Sep 30, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm with Pressure and Dynamic Light Duration | Sep 29, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration | Sep 29, 2020 | Deep Reinforcement Learningglobal-optimization | —Unverified | 0 |
| A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction | Sep 29, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
