| Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-wideband | Nov 18, 2020 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| PassGoodPool: Joint Passengers and Goods Fleet Management with Reinforcement Learning aided Pricing, Matching, and Route Planning | Nov 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks | Nov 17, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Edge Intelligence for Energy-efficient Computation Offloading and Resource Allocation in 5G Beyond | Nov 17, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks | Nov 17, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Time-Efficient Mars Exploration of Simultaneous Coverage and Charging with Multiple Drones | Nov 16, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Deep Reinforcement Learning for Cybersecurity Assessment of Wind Integrated Power Systems | Nov 15, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| CDT: Cascading Decision Trees for Explainable Reinforcement Learning | Nov 15, 2020 | Deep Reinforcement LearningExplainable Models | CodeCode Available | 1 |
| Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking | Nov 15, 2020 | Benchmarkingcontinuous-control | CodeCode Available | 1 |
| Data-Efficient Learning for Complex and Real-Time Physical Problem Solving using Augmented Simulation | Nov 14, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation | Nov 14, 2020 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents | Nov 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Robust Quadruped Jumping via Deep Reinforcement Learning | Nov 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning of Transition States | Nov 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepMind Lab2D | Nov 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Domain-Level Explainability -- A Challenge for Creating Trust in Superhuman AI Strategies | Nov 12, 2020 | Deep Reinforcement LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming | Nov 12, 2020 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network | Nov 12, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| Adaptive Neural Architectures for Recommender Systems | Nov 11, 2020 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Proximal Policy Optimization via Enhanced Exploration Efficiency | Nov 11, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Sim-To-Real Transfer for Miniature Autonomous Car Racing | Nov 11, 2020 | Car RacingDeep Reinforcement Learning | —Unverified | 0 |
| Behaviorally Diverse Traffic Simulation via Reinforcement Learning | Nov 11, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Decentralized Motion Planning for Multi-Robot Navigation using Deep Reinforcement Learning | Nov 11, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning for Relay Selection and Power Optimization in Two-Hop Cooperative Relay Network | Nov 10, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Perturbation-based exploration methods in deep reinforcement learning | Nov 10, 2020 | Atari GamesBenchmarking | —Unverified | 0 |
| Optimizing Age of Information Through Aerial Reconfigurable Intelligent Surfaces: A Deep Reinforcement Learning Approach | Nov 9, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching | Nov 9, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep reinforcement learning for RAN optimization and control | Nov 9, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning | Nov 9, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling | Nov 9, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Navigation in AAA Video Games | Nov 9, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships | Nov 9, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| On the role of planning in model-based deep reinforcement learning | Nov 8, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Exploring market power using deep reinforcement learning for intelligent bidding strategies | Nov 8, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Drafting in Collectible Card Games via Reinforcement Learning | Nov 7, 2020 | Card GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Motion Prediction on Self-driving Cars: A Review | Nov 6, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| A Few Shot Adaptation of Visual Navigation Skills to New Observations using Meta-Learning | Nov 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial | Nov 6, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments | Nov 5, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| LBGP: Learning Based Goal Planning for Autonomous Following in Front | Nov 5, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Learning Trajectories for Visual-Inertial System Calibration via Model-based Heuristic Deep Reinforcement Learning | Nov 4, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimal Control-Based Baseline for Guided Exploration in Policy Gradient Methods | Nov 4, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Generative Inverse Deep Reinforcement Learning for Online Recommendation | Nov 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time | Nov 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Amortized Variational Deep Q Network | Nov 3, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Deep Reinforcement Learning in Electricity Generation Investment for the Minimization of Long-Term Carbon Emissions and Electricity Costs | Nov 2, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Self-Driving Network and Service Coordination Using Deep Reinforcement Learning | Nov 2, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Observation Space Matters: Benchmark and Optimization Algorithm | Nov 2, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Cooperative Heterogeneous Deep Reinforcement Learning | Nov 2, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Instance based Generalization in Reinforcement Learning | Nov 2, 2020 | Deep Reinforcement LearningGeneralization Bounds | CodeCode Available | 0 |
