| 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 |
