| Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization | Jul 9, 2020 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Prune Deep Neural Networks via Reinforcement Learning | Jul 9, 2020 | Deep Reinforcement LearningModel Compression | —Unverified | 0 |
| A deep reinforcement learning model based on deterministic policy gradient for collective neural crest cell migration | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Predictive Maintenance for Edge-Based Sensor Networks: A Deep Reinforcement Learning Approach | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning and its Neuroscientific Implications | Jul 7, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment | Jul 7, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks | Jul 6, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| robo-gym -- An Open Source Toolkit for Distributed Deep Reinforcement Learning on Real and Simulated Robots | Jul 6, 2020 | Deep Reinforcement LearningIndustrial Robots | —Unverified | 0 |
| Unsupervised Paraphrasing via Deep Reinforcement Learning | Jul 5, 2020 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes | Jul 3, 2020 | Deep Reinforcement LearningImage Registration | —Unverified | 0 |
| An Autonomous Free Airspace En-route Controller using Deep Reinforcement Learning Techniques | Jul 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control | Jul 2, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints | Jul 2, 2020 | Bayesian InferenceDeep Reinforcement Learning | —Unverified | 0 |
| Human-centered collaborative robots with deep reinforcement learning | Jul 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing | Jul 1, 2020 | 3D Bin PackingDeep Reinforcement Learning | —Unverified | 0 |
| Group Equivariant Deep Reinforcement Learning | Jul 1, 2020 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 |
| Personalization of Hearing Aid Compression by Human-In-Loop Deep Reinforcement Learning | Jul 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Testing match-3 video games with Deep Reinforcement Learning | Jun 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Feature Space: A Geometrical Perspective | Jun 30, 2020 | Deep Reinforcement LearningDescriptive | CodeCode Available | 0 |
| Deep reinforcement learning approach to MIMO precoding problem: Optimality and Robustness | Jun 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in Residential Smart Grids | Jun 29, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples | Jun 28, 2020 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Perception-Prediction-Reaction Agents for Deep Reinforcement Learning | Jun 26, 2020 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Policy-GNN: Aggregation Optimization for Graph Neural Networks | Jun 26, 2020 | Deep Reinforcement LearningNode Classification | CodeCode Available | 0 |
| Learning predictive representations in autonomous driving to improve deep reinforcement learning | Jun 26, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning | Jun 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Some approaches used to overcome overestimation in Deep Reinforcement Learning algorithms | Jun 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings | Jun 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization | Jun 24, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning | Jun 24, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning | Jun 23, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments | Jun 23, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Show me the Way: Intrinsic Motivation from Demonstrations | Jun 23, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Constrained Combinatorial Optimization with Reinforcement Learning | Jun 22, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control | Jun 22, 2020 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Provably Efficient Causal Reinforcement Learning with Confounded Observational Data | Jun 22, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Automated Optical Multi-layer Design via Deep Reinforcement Learning | Jun 21, 2020 | Deep Reinforcement LearningPhysical Intuition | CodeCode Available | 0 |
| Emergent cooperation through mutual information maximization | Jun 21, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines | Jun 19, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration | Jun 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learn to Earn: Enabling Coordination within a Ride Hailing Fleet | Jun 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| WD3: Taming the Estimation Bias in Deep Reinforcement Learning | Jun 18, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning amidst Lifelong Non-Stationarity | Jun 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Controller for 3D Path-following and Collision Avoidance by Autonomous Underwater Vehicles | Jun 17, 2020 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning | Jun 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning | Jun 16, 2020 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Index Selection for NoSQL Database with Deep Reinforcement Learning | Jun 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Designing high-fidelity multi-qubit gates for semiconductor quantum dots through deep reinforcement learning | Jun 15, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Continuous Control for Searching and Planning with a Learned Model | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
