| Neuroprospecting with DeepRL agents | Sep 24, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| The f-Divergence Reinforcement Learning Framework | Sep 24, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning | Sep 24, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Parameter-free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients | Sep 24, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning | Sep 24, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images | Sep 24, 2021 | 3D Object Reconstruction3D Reconstruction | —Unverified | 0 |
| A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems | Sep 24, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Enhancing Navigational Safety in Crowded Environments using Semantic-Deep-Reinforcement-Learning-based Navigation | Sep 23, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Deep Reinforcement Learning-Based Long-Range Autonomous Valet Parking for Smart Cities | Sep 23, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Multi-Agent Deep Reinforcement Learning Coordination Framework for Connected and Automated Vehicles at Merging Roadways | Sep 23, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| ADVERSARIALuscator: An Adversarial-DRL Based Obfuscator and Metamorphic Malware SwarmGenerator | Sep 23, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Adversarial Training Blocks Generalization in Neural Policies | Sep 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Optimal Operation of a Hydrogen-based Building Multi-Energy System Based on Deep Reinforcement Learning | Sep 22, 2021 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning | Sep 22, 2021 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Benchmarking Augmentation Methods for Learning Robust Navigation Agents: the Winning Entry of the 2021 iGibson Challenge | Sep 22, 2021 | BenchmarkingData Augmentation | —Unverified | 0 |
| MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning | Sep 22, 2021 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
| Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines | Sep 22, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods | Sep 22, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning | Sep 22, 2021 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning | Sep 21, 2021 | Anomaly DetectionAtari Games | —Unverified | 0 |
| Generalization in Text-based Games via Hierarchical Reinforcement Learning | Sep 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Policy for Non-prehensile Multi-object Rearrangement with Deep Reinforcement Learning and Monte Carlo Tree Search | Sep 18, 2021 | Deep Reinforcement LearningObject | CodeCode Available | 1 |
| Deep Reinforcement Learning Based Multidimensional Resource Management for Energy Harvesting Cognitive NOMA Communications | Sep 17, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping | Sep 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning | Sep 17, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
