| Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation | Nov 18, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Gamma-Nets: Generalizing Value Estimation over Timescale | Nov 18, 2019 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning | Nov 18, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Off-Policy Policy Gradient Algorithms by Constraining the State Distribution Shift | Nov 16, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning | Nov 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradient | Nov 15, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Gamifying the Vehicle Routing Problem with Stochastic Requests | Nov 14, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Adaptive Traffic Signal Control | Nov 14, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning | Nov 13, 2019 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Schedule Earth Observation satellites with Deep Reinforcement Learning | Nov 12, 2019 | Deep Reinforcement LearningEarth Observation | —Unverified | 0 |
| MSDF: A Deep Reinforcement Learning Framework for Service Function Chain Migration | Nov 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-Agent Connected Autonomous Driving using Deep Reinforcement Learning | Nov 11, 2019 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-Path Policy Optimization | Nov 11, 2019 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| DRiLLS: Deep Reinforcement Learning for Logic Synthesis | Nov 11, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Value-Added Chemical Discovery Using Reinforcement Learning | Nov 10, 2019 | Computational chemistryDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing | Nov 10, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy | Nov 10, 2019 | Adversarial AttackAtari Games | —Unverified | 0 |
| Worst Cases Policy Gradients | Nov 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach | Nov 6, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems | Nov 6, 2019 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Experience Sharing Between Cooperative Reinforcement Learning Agents | Nov 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Multi-robot Exploration via Multi-head Attention-based Cooperation Strategy | Nov 5, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning | Nov 5, 2019 | Autonomous RacingDeep Reinforcement Learning | —Unverified | 0 |
| An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms | Nov 4, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Emergence of Numeric Concepts in Multi-Agent Autonomous Communication | Nov 4, 2019 | Deep Reinforcement LearningGrounded language learning | CodeCode Available | 0 |
