| Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning | Mar 6, 2018 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Q-CP: Learning Action Values for Cooperative Planning | Mar 1, 2018 | Model-based Reinforcement LearningQ-Learning | —Unverified | 0 |
| Model-Ensemble Trust-Region Policy Optimization | Feb 28, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learning and Querying Fast Generative Models for Reinforcement Learning | Feb 8, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Learning the Reward Function for a Misspecified Model | Jan 29, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Learning Dynamic State Abstractions for Model-Based Reinforcement Learning | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds | Dec 13, 2017 | BenchmarkingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing | Nov 29, 2017 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Approximate Stochastic Transition Models | Oct 26, 2017 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Fast Model Identification via Physics Engines for Data-Efficient Policy Search | Oct 24, 2017 | Bayesian OptimizationFriction | —Unverified | 0 |
