| RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning | Sep 16, 2021 | Deep Reinforcement LearningDrone navigation | —Unverified | 0 |
| Targeted Attack on Deep RL-based Autonomous Driving with Learned Visual Patterns | Sep 16, 2021 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Back to Basics: Deep Reinforcement Learning in Traffic Signal Control | Sep 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Target Languages (vs. Inductive Biases) for Learning to Act and Plan | Sep 15, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| DCUR: Data Curriculum for Teaching via Samples with Reinforcement Learning | Sep 15, 2021 | Deep Reinforcement LearningOffline RL | CodeCode Available | 0 |
| Focus on Impact: Indoor Exploration with Intrinsic Motivation | Sep 14, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 |
| WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management | Sep 14, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain | Sep 14, 2021 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Deep hierarchical reinforcement agents for automated penetration testing | Sep 14, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking | Sep 14, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Towards optimized actions in critical situations of soccer games with deep reinforcement learning | Sep 14, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to Navigate Intersections with Unsupervised Driver Trait Inference | Sep 14, 2021 | Autonomous NavigationAutonomous Vehicles | CodeCode Available | 1 |
| A Practical Adversarial Attack on Contingency Detection of Smart Energy Systems | Sep 13, 2021 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Learning Selective Communication for Multi-Agent Path Finding | Sep 12, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Direct Random Search for Fine Tuning of Deep Reinforcement Learning Policies | Sep 12, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 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 |
| Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning | Sep 10, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems | Sep 10, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioning | Sep 9, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning | Sep 8, 2021 | Adversarial Attackcontinuous-control | —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 |
| Optimizing Quantum Variational Circuits with Deep Reinforcement Learning | Sep 7, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 1 |
