| AI-driven Prices for Externalities and Sustainability in Production Markets | Jun 10, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Simplifying Deep Reinforcement Learning via Self-Supervision | Jun 10, 2021 | Deep Reinforcement Learningregression | CodeCode Available | 0 |
| Reinforcement Learning for Industrial Control Network Cyber Security Orchestration | Jun 9, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Don't Get Yourself into Trouble! Risk-aware Decision-Making for Autonomous Vehicles | Jun 8, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A Deep Value-network Based Approach for Multi-Driver Order Dispatching | Jun 8, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Towards Practical Credit Assignment for Deep Reinforcement Learning | Jun 8, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning | Jun 8, 2021 | Deep Reinforcement LearningImage Segmentation | CodeCode Available | 0 |
| Correcting Momentum in Temporal Difference Learning | Jun 7, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Explainable Artificial Intelligence (XAI) for Increasing User Trust in Deep Reinforcement Learning Driven Autonomous Systems | Jun 7, 2021 | Deep Reinforcement LearningExplainable artificial intelligence | —Unverified | 0 |
| Online Trading Models with Deep Reinforcement Learning in the Forex Market Considering Transaction Costs | Jun 6, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| 3D UAV Trajectory and Data Collection Optimisation via Deep Reinforcement Learning | Jun 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DisTop: Discovering a Topological representation to learn diverse and rewarding skills | Jun 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Bridging the Gap Between Target Networks and Functional Regularization | Jun 4, 2021 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| MICo: Improved representations via sampling-based state similarity for Markov decision processes | Jun 3, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Feeling of Presence Maximization: mmWave-Enabled Virtual Reality Meets Deep Reinforcement Learning | Jun 3, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| High-Quality Diversification for Task-Oriented Dialogue Systems | Jun 2, 2021 | Conversational SearchDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning-based UAV Navigation and Control: A Soft Actor-Critic with Hindsight Experience Replay Approach | Jun 2, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Towards Deeper Deep Reinforcement Learning with Spectral Normalization | Jun 2, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Quantitative Day Trading from Natural Language using Reinforcement Learning | Jun 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Coarse to Fine Question Answering System based on Reinforcement Learning | Jun 1, 2021 | Deep Reinforcement LearningQuestion Answering | —Unverified | 0 |
| Policies for the Dynamic Traveling Maintainer Problem with Alerts | May 31, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review | May 31, 2021 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 0 |
| Reducing the Deployment-Time Inference Control Costs of Deep Reinforcement Learning Agents via an Asymmetric Architecture | May 30, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Survey of Deep Reinforcement Learning Algorithms for Motion Planning and Control of Autonomous Vehicles | May 29, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Reconfigurable Intelligent Surface-assisted Multi-UAV Networks: Efficient Resource Allocation with Deep Reinforcement Learning | May 28, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Transferable Deep Reinforcement Learning Framework for Autonomous Vehicles with Joint Radar-Data Communications | May 28, 2021 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Branching Dueling Q-Network Based Online Scheduling of a Microgrid With Distributed Energy Storage Systems | May 27, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Context-aware taxi dispatching at city-scale using deep reinforcement learning | May 26, 2021 | Action GenerationDeep Reinforcement Learning | —Unverified | 0 |
| IGO-QNN: Quantum Neural Network Architecture for Inductive Grover Oracularization | May 25, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles | May 25, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Interpretable UAV Collision Avoidance using Deep Reinforcement Learning | May 25, 2021 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Towards Scalable Verification of Deep Reinforcement Learning | May 25, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| KnowSR: Knowledge Sharing among Homogeneous Agents in Multi-agent Reinforcement Learning | May 25, 2021 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Deep Reinforcement Learning for Radio Resource Allocation and Management in Next Generation Heterogeneous Wireless Networks: A Survey | May 25, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication | May 22, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games | May 21, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| A Stochastic Composite Augmented Lagrangian Method For Reinforcement Learning | May 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Towards a Sample Efficient Reinforcement Learning Pipeline for Vision Based Robotics | May 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering | May 19, 2021 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care | May 19, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Robo-Advising: Enhancing Investment with Inverse Optimization and Deep Reinforcement Learning | May 19, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Application of deep reinforcement learning for Indian stock trading automation | May 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Multimodal Transportation Planning using Deep Reinforcement Learning | May 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Mean Field Games Flock! The Reinforcement Learning Way | May 17, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement | May 14, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Warm-Start MCTS in AlphaZero-like Deep Reinforcement Learning | May 13, 2021 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning Based Safe Decision Making for Highway Autonomous Driving | May 13, 2021 | Autonomous DrivingAutonomous Navigation | —Unverified | 0 |
| Principled Exploration via Optimistic Bootstrapping and Backward Induction | May 13, 2021 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Adversarial Reinforcement Learning in Dynamic Channel Access and Power Control | May 12, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Zero-Shot Reinforcement Learning on Graphs for Autonomous Exploration Under Uncertainty | May 11, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
