| Direct Random Search for Fine Tuning of Deep Reinforcement Learning Policies | Sep 12, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems | Sep 10, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning | Sep 10, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies | Sep 10, 2021 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Equal Risk Pricing and Hedging under Dynamic Expectile Risk Measures | Sep 9, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| DAN: Decentralized Attention-based Neural Network for the MinMax Multiple Traveling Salesman Problem | Sep 9, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Online Parcel Assignment | Sep 8, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions | Sep 8, 2021 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning | Sep 8, 2021 | Adversarial Attackcontinuous-control | —Unverified | 0 |
| Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning | Sep 6, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Temporal Shift Reinforcement Learning | Sep 5, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments | Sep 5, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| An Exploration of Deep Learning Methods in Hungry Geese | Sep 5, 2021 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer | Sep 2, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation | Sep 1, 2021 | Deep Reinforcement LearningGeneral Reinforcement Learning | CodeCode Available | 0 |
| Communication-Computation Efficient Device-Edge Co-Inference via AutoML | Aug 30, 2021 | AutoMLDecoder | —Unverified | 0 |
| Investigating Vulnerabilities of Deep Neural Policies | Aug 30, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay | Aug 30, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning | Aug 29, 2021 | Deep Reinforcement LearningGeneral Reinforcement Learning | —Unverified | 0 |
| DASHA: Decentralized Autofocusing System with Hierarchical Agents | Aug 29, 2021 | Deep Reinforcement Learningobject-detection | CodeCode Available | 0 |
| Autonomous Curiosity for Real-Time Training Onboard Robotic Agents | Aug 29, 2021 | Deep Reinforcement Learningobject-detection | —Unverified | 0 |
| Accelerating Serverless Computing by Harvesting Idle Resources | Aug 28, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving | Aug 27, 2021 | Atari GamesAutonomous Driving | —Unverified | 0 |
| Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information | Aug 27, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Band Switch in Cellular-Connected UAV | Aug 26, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
