| A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Dec 1, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 |
| Machine Learning and System Identification for Estimation in Physical Systems | Jun 5, 2019 | BIG-bench Machine LearningFriction | CodeCode Available | 0 |
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| GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling | Jan 22, 2020 | Decision MakingEfficient Exploration | CodeCode Available | 0 |
| Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation | Nov 10, 2019 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 |
| Generative Adversarial User Model for Reinforcement Learning Based Recommendation System | Dec 27, 2018 | Generative Adversarial NetworkModel-based Reinforcement Learning | CodeCode Available | 0 |
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| The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning | Aug 31, 2023 | Adversarial Attack | CodeCode Available | 0 |
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| Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees | Jul 10, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| On Rollouts in Model-Based Reinforcement Learning | Jan 28, 2025 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
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| FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems | Apr 26, 2023 | Experimental DesignModel-based Reinforcement Learning | CodeCode Available | 0 |
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| Deep Active Inference Agents for Delayed and Long-Horizon Environments | May 26, 2025 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning | Aug 28, 2018 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Model-based deep reinforcement learning for accelerated learning from flow simulations | Feb 26, 2024 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| A Simple Decentralized Cross-Entropy Method | Dec 16, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
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| A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning | Oct 10, 2023 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Learning Sequential Latent Variable Models from Multimodal Time Series Data | Apr 21, 2022 | Model-based Reinforcement LearningTime Series | CodeCode Available | 0 |
| A General Framework for Structured Learning of Mechanical Systems | Feb 22, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
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| The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms | Mar 1, 2023 | Computational EfficiencyModel-based Reinforcement Learning | CodeCode Available | 0 |
| Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies | May 27, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 |
| Adaptive Discretization for Model-Based Reinforcement Learning | Jul 1, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive Hands | Jun 8, 2020 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Benchmarking Model-Based Reinforcement Learning | Jul 3, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration | Jul 15, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
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| RLFlow: Optimising Neural Network Subgraph Transformation with World Models | May 3, 2022 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
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| Accurate Uncertainties for Deep Learning Using Calibrated Regression | Jul 1, 2018 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Towards biologically plausible Dreaming and Planning in recurrent spiking networks | May 20, 2022 | Autonomous DrivingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Exploring Model-based Planning with Policy Networks | Jun 20, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness | Oct 28, 2023 | Benchmarkingimage-classification | CodeCode Available | 0 |
| PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos | Feb 4, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Adaptive PD Control using Deep Reinforcement Learning for Local-Remote Teleoperation with Stochastic Time Delays | May 26, 2023 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning | May 1, 2017 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
