| Hill Climbing on Value Estimates for Search-control in Dyna | Jun 18, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Iterative Model-Based Reinforcement Learning Using Simulations in the Differentiable Neural Computer | Jun 17, 2019 | Lifelong learningModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 |
| Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal | Jun 10, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Machine Learning and System Identification for Estimation in Physical Systems | Jun 5, 2019 | BIG-bench Machine LearningFriction | CodeCode Available | 0 |
| Safety Augmented Value Estimation from Demonstrations (SAVED): Safe Deep Model-Based RL for Sparse Cost Robotic Tasks | May 31, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Combating the Compounding-Error Problem with a Multi-step Model | May 30, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Switching Linear Dynamics for Variational Bayes Filtering | May 29, 2019 | Bayesian InferenceModel-based Reinforcement Learning | —Unverified | 0 |
| Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies | May 27, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities | May 27, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
