| Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments | Feb 23, 2018 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Structured Control Nets for Deep Reinforcement Learning | Feb 22, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Machine Theory of Mind | Feb 21, 2018 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Continual Reinforcement Learning with Complex Synapses | Feb 20, 2018 | Continual LearningDeep Reinforcement Learning | —Unverified | 0 |
| Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning | Feb 19, 2018 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management | Feb 18, 2018 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Sim-to-Real Optimization of Complex Real World Mobile Network with Imperfect Information via Deep Reinforcement Learning from Self-play | Feb 18, 2018 | Deep Reinforcement LearningMulti-Task Learning | —Unverified | 0 |
| From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in the Style of Alpha(Go) Zero | Feb 14, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms | Feb 14, 2018 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control | Feb 13, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Diversity-Driven Exploration Strategy for Deep Reinforcement Learning | Feb 13, 2018 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems | Feb 13, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation | Feb 12, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces | Feb 11, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis | Feb 8, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Critical Investigation of Deep Reinforcement Learning for Navigation | Feb 7, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Deep Reinforcement Learning for Image Hashing | Feb 7, 2018 | Deep HashingDeep Reinforcement Learning | —Unverified | 0 |
| Efficient collective swimming by harnessing vortices through deep reinforcement learning | Feb 7, 2018 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Shared Autonomy via Deep Reinforcement Learning | Feb 6, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning Parametric Closed-Loop Policies for Markov Potential Games | Feb 3, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning | Feb 1, 2018 | ChatbotDeep Reinforcement Learning | —Unverified | 0 |
| VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control | Feb 1, 2018 | Deep Reinforcement LearningDomain Adaptation | —Unverified | 0 |
| Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making | Feb 1, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Virtual-to-Real: Learning to Control in Visual Semantic Segmentation | Feb 1, 2018 | Deep Reinforcement LearningImage Segmentation | —Unverified | 0 |
| Deep Reinforcement Learning for Programming Language Correction | Jan 31, 2018 | Deep Reinforcement LearningMachine Translation | CodeCode Available | 0 |
