| Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization | Sep 23, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Active collaboration in relative observation for Multi-agent visual SLAM based on Deep Q Network | Sep 23, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Where to Look Next: Unsupervised Active Visual Exploration on 360° Input | Sep 23, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned from Human Gaze | Sep 23, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Constrained Attractor Selection Using Deep Reinforcement Learning | Sep 23, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modular Deep Reinforcement Learning with Temporal Logic Specifications | Sep 23, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs | Sep 23, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning | Sep 22, 2019 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Leveraging Human Guidance for Deep Reinforcement Learning Tasks | Sep 21, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture | Sep 21, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning | Sep 20, 2019 | Deep Reinforcement LearningGeneral Classification | —Unverified | 0 |
| Bayesian Optimization for Iterative Learning | Sep 20, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning? | Sep 20, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design | Sep 19, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment | Sep 18, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| DeepGait: Planning and Control of Quadrupedal Gaits using Deep Reinforcement Learning | Sep 18, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator | Sep 18, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adversarial Feature Training for Generalizable Robotic Visuomotor Control | Sep 17, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving | Sep 17, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Data Centers Job Scheduling with Deep Reinforcement Learning | Sep 16, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Selective Network Discovery via Deep Reinforcement Learning on Embedded Spaces | Sep 16, 2019 | AttributeDecision Making | —Unverified | 0 |
| Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space | Sep 15, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Driving in Dense Traffic with Model-Free Reinforcement Learning | Sep 15, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Selfie Drone Stick: A Natural Interface for Quadcopter Photography | Sep 14, 2019 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation | Sep 14, 2019 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Flight Controller Synthesis Via Deep Reinforcement Learning | Sep 14, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to Collaborate from Simulation for Robot-Assisted Dressing | Sep 14, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Petri Net Machines for Human-Agent Interaction | Sep 13, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| AITuning: Machine Learning-based Tuning Tool for Run-Time Communication Libraries | Sep 13, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Algorithm for Dynamic Pricing of Express Lanes with Multiple Access Locations | Sep 10, 2019 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| MAT: Multi-Fingered Adaptive Tactile Grasping via Deep Reinforcement Learning | Sep 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers | Sep 9, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots | Sep 9, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Solving Continual Combinatorial Selection via Deep Reinforcement Learning | Sep 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems | Sep 9, 2019 | ArticlesDeep Reinforcement Learning | —Unverified | 0 |
| Deterministic Value-Policy Gradients | Sep 9, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Imitation Learning for Human Pose Prediction | Sep 8, 2019 | Deep Reinforcement LearningHuman Pose Forecasting | —Unverified | 0 |
| Self-driving scale car trained by Deep reinforcement learning | Sep 8, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning | Sep 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Control of Probabilistic Boolean Networks | Sep 7, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Automatic Financial Trading Agent for Low-risk Portfolio Management using Deep Reinforcement Learning | Sep 7, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning | Sep 7, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| From Few to More: Large-scale Dynamic Multiagent Curriculum Learning | Sep 6, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning | Sep 6, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents | Sep 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Quasi-Newton Optimization Methods For Deep Learning Applications | Sep 4, 2019 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games | Sep 4, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Generalization in Transfer Learning | Sep 3, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| A Smart Sliding Chinese Pinyin Input Method Editor on Touchscreen | Sep 3, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
