| Corner Case Generation and Analysis for Safety Assessment of Autonomous Vehicles | Feb 6, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Experience-Based Heuristic Search: Robust Motion Planning with Deep Q-Learning | Feb 5, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Deep reinforcement learning for smart calibration of radio telescopes | Feb 5, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned | Feb 4, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images | Feb 4, 2021 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Proactive and AoI-aware Failure Recovery for Stateful NFV-enabled Zero-Touch 6G Networks: Model-Free DRL Approach | Feb 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A step toward a reinforcement learning de novo genome assembler | Feb 2, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning | Feb 2, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Abstraction-based Method to Check Multi-Agent Deep Reinforcement-Learning Behaviors | Feb 2, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Throughput Optimization for Grant-Free Multiple Access With Multiagent Deep Reinforcement Learning | Feb 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DRLDO: A novel DRL based De-ObfuscationSystem for Defense against Metamorphic Malware | Feb 1, 2021 | Deep Reinforcement LearningIntrusion Detection | —Unverified | 0 |
| Hybrid Beamforming for mmWave MU-MISO Systems Exploiting Multi-agent Deep Reinforcement Learning | Feb 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Aided Monte Carlo Tree Search for MIMO Detection | Jan 30, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Product Recommender for Online Advertising | Jan 30, 2021 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning | Jan 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning | Jan 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning | Jan 29, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning-based vs Model-free Adaptive Control of a MAV under Wind Gust | Jan 29, 2021 | Deep Reinforcement LearningOpen-Ended Question Answering | —Unverified | 0 |
| Reconfigurable Intelligent Surface Enabled Vehicular Communication: Joint User Scheduling and Passive Beamforming | Jan 28, 2021 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond | Jan 27, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| GymD2D: A Device-to-Device Underlay Cellular Offload Evaluation Platform | Jan 27, 2021 | Deep Reinforcement LearningFriction | CodeCode Available | 1 |
| The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors | Jan 26, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline | Jan 24, 2021 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning | Jan 24, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Setup Policies: Reliable Transition Between Locomotion Behaviours | Jan 23, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design | Jan 22, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Theory of Mind for Deep Reinforcement Learning in Hanabi | Jan 22, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Differentiable Trust Region Layers for Deep Reinforcement Learning | Jan 22, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control | Jan 21, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Robust Reinforcement Learning on State Observations with Learned Optimal Adversary | Jan 21, 2021 | Adversarial Attackcontinuous-control | CodeCode Available | 1 |
| Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment | Jan 21, 2021 | Clinical KnowledgeDecision Making Under Uncertainty | CodeCode Available | 1 |
| Flocking and Collision Avoidance for a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning | Jan 20, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Shielding Atari Games with Bounded Prescience | Jan 20, 2021 | Atari GamesAutonomous Driving | CodeCode Available | 0 |
| mt5se: An Open Source Framework for Building Autonomous Trading Robots | Jan 20, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach | Jan 19, 2021 | Deep Reinforcement LearningDialogue Generation | CodeCode Available | 1 |
| Deep Reinforcement Learning Optimizes Graphene Nanopores for Efficient Desalination | Jan 19, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Producing Furniture Layout in Indoor Scenes | Jan 19, 2021 | Deep Reinforcement LearningPosition | CodeCode Available | 1 |
| Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents | Jan 18, 2021 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Deep Reinforcement Learning for Active High Frequency Trading | Jan 18, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Stable deep reinforcement learning method by predicting uncertainty in rewards as a subtask | Jan 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning with Embedded LQR Controllers | Jan 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Remote Sensing Image Attribute Learning for Active Object Detection | Jan 16, 2021 | Active Object DetectionAttribute | —Unverified | 0 |
| Reinforcement learning based recommender systems: A survey | Jan 15, 2021 | Collaborative FilteringDeep Reinforcement Learning | —Unverified | 0 |
| Affordance-based Reinforcement Learning for Urban Driving | Jan 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Haptic Shared Control in Unknown Tasks | Jan 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning | Jan 14, 2021 | Deep Reinforcement LearningEnsemble Learning | —Unverified | 0 |
| Evaluating the Robustness of Collaborative Agents | Jan 14, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Eco-driving in Connected and Automated Hybrid Electric Vehicles | Jan 13, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning | Jan 13, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning | Jan 13, 2021 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
