| Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary | Feb 16, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Training Larger Networks for Deep Reinforcement Learning | Feb 16, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| ScrofaZero: Mastering Trick-taking Poker Game Gongzhu by Deep Reinforcement Learning | Feb 15, 2021 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 0 |
| Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning | Feb 14, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning for IoT Security: A Comprehensive Survey | Feb 14, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Modelling Cooperation in Network Games with Spatio-Temporal Complexity | Feb 13, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Generalizing Decision Making for Automated Driving with an Invariant Environment Representation using Deep Reinforcement Learning | Feb 12, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Backup Strategies against Adversaries | Feb 12, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Q-Value Weighted Regression: Reinforcement Learning with Limited Data | Feb 12, 2021 | Atari Gamescontinuous-control | CodeCode Available | 0 |
| Deep Reinforcement Learning for Portfolio Optimization using Latent Feature State Space (LFSS) Module | Feb 11, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems | Feb 11, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Policy Augmentation: An Exploration Strategy for Faster Convergence of Deep Reinforcement Learning Algorithms | Feb 10, 2021 | Deep Reinforcement LearningMatrix Completion | CodeCode Available | 0 |
| Deep Reinforcement Learning with Symmetric Prior for Predictive Power Allocation to Mobile Users | Feb 10, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Learning Equational Theorem Proving | Feb 10, 2021 | Automated Theorem ProvingDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive Processor Frequency Adjustment for Mobile Edge Computing with Intermittent Energy Supply | Feb 10, 2021 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Scheduling the NASA Deep Space Network with Deep Reinforcement Learning | Feb 9, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Measuring Progress in Deep Reinforcement Learning Sample Efficiency | Feb 9, 2021 | Atari Gamescontinuous-control | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning for Request Dispatching in Distributed-Controller Software-Defined Networking | Feb 6, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Improving Model and Search for Computer Go | Feb 6, 2021 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Corner Case Generation and Analysis for Safety Assessment of Autonomous Vehicles | Feb 6, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Deep reinforcement learning for smart calibration of radio telescopes | Feb 5, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Experience-Based Heuristic Search: Robust Motion Planning with Deep Q-Learning | Feb 5, 2021 | Autonomous DrivingAutonomous Vehicles | —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 |
| How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned | Feb 4, 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 |
| 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 |
| 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 |
| Throughput Optimization for Grant-Free Multiple Access With Multiagent Deep Reinforcement Learning | Feb 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Product Recommender for Online Advertising | Jan 30, 2021 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Deep Reinforcement Learning Aided Monte Carlo Tree Search for MIMO Detection | Jan 30, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning | Jan 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 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 |
| Thermal Control of Laser Powder Bed Fusion Using 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 |
| 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 |
| The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors | Jan 26, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning | Jan 24, 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 |
| 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 |
| Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control | Jan 21, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Shielding Atari Games with Bounded Prescience | Jan 20, 2021 | Atari GamesAutonomous Driving | CodeCode Available | 0 |
| Flocking and Collision Avoidance for a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning | Jan 20, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning Optimizes Graphene Nanopores for Efficient Desalination | Jan 19, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
