| A Model-Based Reinforcement Learning Approach for PID Design | Jun 7, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Amortized Network Intervention to Steer the Excitatory Point Processes | Oct 6, 2023 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning | Feb 5, 2024 | Future predictionModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Analog Circuit Design with Dyna-Style Reinforcement Learning | Nov 16, 2020 | Layout DesignModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| An Analysis of Model-Based Reinforcement Learning From Abstracted Observations | Aug 30, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games | Mar 17, 2023 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| A New View on Planning in Online Reinforcement Learning | Jun 3, 2024 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies | Jul 10, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| An introduction to reinforcement learning for neuroscience | Nov 13, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 | 0 |
| A Note on Loss Functions and Error Compounding in Model-based Reinforcement Learning | Apr 15, 2024 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Approximate infinite-horizon predictive control | Nov 16, 2021 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Approximating Energy Market Clearing and Bidding With Model-Based Reinforcement Learning | Mar 3, 2023 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| A Reduced Order Iterative Linear Quadratic Regulator (ILQR) Technique for the Optimal Control of Nonlinear Partial Differential Equations | Jan 11, 2025 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Safe Model-Based Reinforcement Learning for Systems with Parametric Uncertainties | Jul 24, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Sharp Analysis of Model-based Reinforcement Learning with Self-Play | Oct 4, 2020 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| A Spiking Neural Network Learning Markov Chain | Sep 20, 2022 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture | Jan 8, 2022 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| A Survey on Model-based Reinforcement Learning | Jun 19, 2022 | Decision Makingmodel | —Unverified | 0 | 0 |
| A Survey on Offline Model-Based Reinforcement Learning | May 5, 2023 | modelModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning | Nov 28, 2019 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar | May 24, 2019 | AutoMLBayesian Optimization | —Unverified | 0 | 0 |
| Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing | Nov 29, 2017 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning | Nov 17, 2023 | Model-based Reinforcement LearningNavigate | —Unverified | 0 | 0 |
| Backward Imitation and Forward Reinforcement Learning via Bi-directional Model Rollouts | Aug 4, 2022 | Generative Adversarial NetworkModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Bayesian Linear Regression on Deep Representations | Dec 14, 2019 | Model-based Reinforcement Learningregression | —Unverified | 0 | 0 |
| BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning | Jul 15, 2024 | Model-based Reinforcement LearningOffline RL | —Unverified | 0 | 0 |
| Belief dynamics extraction | Feb 2, 2019 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Better Optimism By Bayes: Adaptive Planning with Rich Models | Feb 9, 2014 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Between Rate-Distortion Theory & Value Equivalence in Model-Based Reinforcement Learning | Jun 4, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Beware of Instantaneous Dependence in Reinforcement Learning | Mar 9, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems | Aug 17, 2020 | Model-based Reinforcement LearningPrediction | —Unverified | 0 | 0 |
| Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model | May 26, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Bregman Centroid Guided Cross-Entropy Method | Jun 2, 2025 | DiversityModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics | May 20, 2023 | Autonomous VehiclesModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation | Oct 11, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Calibrated Value-Aware Model Learning with Stochastic Environment Models | May 28, 2025 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Chance-Constrained Trajectory Optimization for Non-linear Systems with Unknown Stochastic Dynamics | Jul 31, 2019 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| CoLaNET -- A Spiking Neural Network with Columnar Layered Architecture for Classification | Sep 2, 2024 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Combating the Compounding-Error Problem with a Multi-step Model | May 30, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Combining Off and On-Policy Training in Model-Based Reinforcement Learning | Feb 24, 2021 | Atari GamesBoard Games | —Unverified | 0 | 0 |
| Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning | Mar 18, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Approximating Fixpoints of Approximated Functions | Jan 15, 2025 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Concept-modulated model-based offline reinforcement learning for rapid generalization | Sep 7, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning | Sep 16, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisation | Apr 30, 2024 | Model-based Reinforcement Learning | —Unverified | 0 | 0 |
| Contrastive Unsupervised Learning of World Model with Invariant Causal Features | Sep 29, 2022 | Data AugmentationDepth Estimation | —Unverified | 0 | 0 |
| Contrastive Value Learning: Implicit Models for Simple Offline RL | Nov 3, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Control-Aware Representations for Model-based Reinforcement Learning | Jun 24, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach | Feb 1, 2024 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous | Mar 15, 2020 | modelModel-based Reinforcement Learning | —Unverified | 0 | 0 |