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| Fostering Event Compression using Gated Surprise | May 12, 2020 | Model-based Reinforcement Learning | —Unverified | 0 |
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| Dynamics-Aware Unsupervised Skill Discovery | May 1, 2020 | Model-based Reinforcement Learning | CodeCode Available | 1 |
| Model Based Reinforcement Learning for Atari | May 1, 2020 | Atari Gamesmodel | —Unverified | 0 |
| Model-based reinforcement learning for biological sequence design | May 1, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task | Apr 28, 2020 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Flexible and Efficient Long-Range Planning Through Curious Exploration | Apr 22, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization | Apr 19, 2020 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 1 |
| Modeling Survival in model-based Reinforcement Learning | Apr 18, 2020 | Decision Makingmodel | —Unverified | 0 |
| A Game Theoretic Framework for Model Based Reinforcement Learning | Apr 16, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Constrained Model-based Reinforcement Learning | Apr 7, 2020 | Autonomous RacingGaussian Processes | —Unverified | 0 |
| Neural Game Engine: Accurate learning of generalizable forward models from pixels | Mar 23, 2020 | GPUModel-based Reinforcement Learning | CodeCode Available | 1 |
| Learning to Fly via Deep Model-Based Reinforcement Learning | Mar 19, 2020 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous | Mar 15, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors | Mar 10, 2020 | Meta-LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference | Mar 1, 2020 | Bayesian Inferencecontinuous-control | —Unverified | 0 |
| Policy-Aware Model Learning for Policy Gradient Methods | Feb 28, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Model-Based Reinforcement Learning for Physical Systems Without Velocity and Acceleration Measurements | Feb 25, 2020 | GPRModel-based Reinforcement Learning | —Unverified | 0 |
| Frequency-based Search-control in Dyna | Feb 14, 2020 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Objective Mismatch in Model-based Reinforcement Learning | Feb 11, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| Ready Policy One: World Building Through Active Learning | Feb 7, 2020 | Active Learningcontinuous-control | —Unverified | 0 |
| Deep Learning Tubes for Tube MPC | Feb 5, 2020 | Deep LearningModel-based Reinforcement Learning | —Unverified | 0 |
| GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling | Jan 22, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
