| Adaptive Discretization for Continuous Control using Particle Filtering Policy Network | Sep 28, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Local Information Opponent Modelling Using Variational Autoencoders | Sep 28, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for DER Cyber-Attack Mitigation | Sep 28, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Scalable Deep Reinforcement Learning for Ride-Hailing | Sep 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Scheduling and Power Control for Wireless Multicast Systems via Deep Reinforcement Learning | Sep 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Machine Learning in Event-Triggered Control: Recent Advances and Open Issues | Sep 27, 2020 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Graph neural induction of value iteration | Sep 26, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics | Sep 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Automatic Cost Learning Framework for Image Steganography Using Deep Reinforcement Learning | Sep 25, 2020 | Deep Reinforcement LearningImage Steganography | CodeCode Available | 0 |
| Deep Reinforcement Learning with a Stage Incentive Mechanism of Dense Reward for Robotic Trajectory Planning | Sep 25, 2020 | Deep Reinforcement LearningTrajectory Planning | —Unverified | 0 |
| Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy Decomposition | Sep 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey | Sep 24, 2020 | Deep Reinforcement LearningDomain Adaptation | —Unverified | 0 |
| Deep Reinforcement Learning for Process Synthesis | Sep 23, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Robust Reinforcement Learning-based Autonomous Driving Agent for Simulation and Real World | Sep 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| A Multi-Agent Deep Reinforcement Learning Approach for a Distributed Energy Marketplace in Smart Grids | Sep 23, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing | Sep 23, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management | Sep 22, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Centralised Soft Actor Critic Deep Reinforcement Learning Approach to District Demand Side Management through CityLearn | Sep 22, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Structured Hierarchical Dialogue Policy with Graph Neural Networks | Sep 22, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for On-line Dialogue State Tracking | Sep 22, 2020 | Deep Reinforcement LearningDialogue Management | —Unverified | 0 |
| When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network | Sep 22, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Methods for Structure-Guided Processing Path Optimization | Sep 21, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Towards Interpretable-AI Policies Induction using Evolutionary Nonlinear Decision Trees for Discrete Action Systems | Sep 20, 2020 | Bilevel OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Hybrid Beamforming for RIS-Empowered Multi-hop Terahertz Communications: A DRL-based Method | Sep 20, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Lyapunov-Based Reinforcement Learning for Decentralized Multi-Agent Control | Sep 20, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Closed-Loop Blood Glucose Control | Sep 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| GRAC: Self-Guided and Self-Regularized Actor-Critic | Sep 18, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Efficient Reinforcement Learning Development with RLzoo | Sep 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation | Sep 17, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Learnable Strategies for Bilateral Agent Negotiation over Multiple Issues | Sep 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| SREC: Proactive Self-Remedy of Energy-Constrained UAV-Based Networks via Deep Reinforcement Learning | Sep 17, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Reconstructing Actions To Explain Deep Reinforcement Learning | Sep 17, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Time your hedge with Deep Reinforcement Learning | Sep 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning | Sep 16, 2020 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
| Transfer Learning in Deep Reinforcement Learning: A Survey | Sep 16, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing | Sep 16, 2020 | Deep Reinforcement LearningFace Anti-Spoofing | —Unverified | 0 |
| Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data | Sep 15, 2020 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
| Decoupling Representation Learning from Reinforcement Learning | Sep 14, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 2 |
| Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks | Sep 14, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| VacSIM: Learning Effective Strategies for COVID-19 Vaccine Distribution using Reinforcement Learning | Sep 14, 2020 | Deep Reinforcement LearningMulti-Armed Bandits | CodeCode Available | 0 |
| A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning | Sep 13, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Embodied Visual Navigation with Automatic Curriculum Learning in Real Environments | Sep 11, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Physically Embedded Planning Problems: New Challenges for Reinforcement Learning | Sep 11, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning | Sep 10, 2020 | counterfactualDecision Making | —Unverified | 0 |
| TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments | Sep 10, 2020 | Deep Reinforcement LearningExplainable artificial intelligence | CodeCode Available | 0 |
| Deep Reinforcement Learning for Option Replication and Hedging | Sep 9, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Active Inference for Partially Observable MDPs | Sep 8, 2020 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning | Sep 7, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Data-Driven Transferred Energy Management Strategy for Hybrid Electric Vehicles via Deep Reinforcement Learning | Sep 7, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Driving Tasks Transfer in Deep Reinforcement Learning for Decision-making of Autonomous Vehicles | Sep 7, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
