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| Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation | Jun 10, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Reinforcement learning-based architecture search for quantum machine learning | Jun 4, 2024 | Model-based Reinforcement LearningQuantum Machine Learning | —Unverified | 0 |
| Learning to Play Atari in a World of Tokens | Jun 3, 2024 | DecoderModel-based Reinforcement Learning | —Unverified | 0 |
| A New View on Planning in Online Reinforcement Learning | Jun 3, 2024 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach | Jun 3, 2024 | Computational EfficiencyEdge-computing | —Unverified | 0 |
| Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption | May 29, 2024 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation | May 28, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents | May 27, 2024 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe Deep Model-Based Reinforcement Learning with Lyapunov Functions | May 25, 2024 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 0 |
| Neuromorphic dreaming: A pathway to efficient learning in artificial agents | May 24, 2024 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Model-based reinforcement learning for protein backbone design | May 3, 2024 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisation | Apr 30, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
| A Note on Loss Functions and Error Compounding in Model-based Reinforcement Learning | Apr 15, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
| Active Learning for Control-Oriented Identification of Nonlinear Systems | Apr 13, 2024 | Active LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation | Apr 2, 2024 | Active LearningBayesian Inference | —Unverified | 0 |
| Exploiting Symmetry in Dynamics for Model-Based Reinforcement Learning with Asymmetric Rewards | Mar 27, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Gaussian Covariance Network with Trajectory Sampling for Data-Efficient Policy Search | Mar 23, 2024 | Gaussian ProcessesModel-based Reinforcement Learning | CodeCode Available | 0 |
| Robust Model Based Reinforcement Learning Using L_1 Adaptive Control | Mar 21, 2024 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control | Feb 29, 2024 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming | Feb 29, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
| Model-based deep reinforcement learning for accelerated learning from flow simulations | Feb 26, 2024 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination | Feb 23, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
| Model-Based Reinforcement Learning Control of Reaction-Diffusion Problems | Feb 22, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning | Feb 19, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption | Feb 14, 2024 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Differentially Private Deep Model-Based Reinforcement Learning | Feb 8, 2024 | continuous-controlContinuous Control | —Unverified | 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 |
| Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning | Feb 5, 2024 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach | Feb 1, 2024 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 |
| Scheduled Curiosity-Deep Dyna-Q: Efficient Exploration for Dialog Policy Learning | Jan 31, 2024 | Efficient ExplorationModel-based Reinforcement Learning | —Unverified | 0 |
| Augmenting Replay in World Models for Continual Reinforcement Learning | Jan 30, 2024 | Continual LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Locality Sensitive Sparse Encoding for Learning World Models Online | Jan 23, 2024 | Continual LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Laboratory Experiments of Model-based Reinforcement Learning for Adaptive Optics Control | Dec 30, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies | Dec 28, 2023 | Model-based Reinforcement LearningRepresentation Learning | —Unverified | 0 |
| Dynamic Programming-based Approximate Optimal Control for Model-Based Reinforcement Learning | Dec 22, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model-Based Epistemic Variance of Values for Risk-Aware Policy Optimization | Dec 7, 2023 | Model-based Reinforcement LearningOffline RL | —Unverified | 0 |
| Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems | Dec 5, 2023 | FormModel-based Reinforcement Learning | —Unverified | 0 |
| Regularity as Intrinsic Reward for Free Play | Dec 3, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| LanGWM: Language Grounded World Model | Nov 29, 2023 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning | Nov 17, 2023 | Model-based Reinforcement LearningNavigate | —Unverified | 0 |
| An introduction to reinforcement learning for neuroscience | Nov 13, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Reinforcement Twinning: from digital twins to model-based reinforcement learning | Nov 7, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing | Nov 2, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| The Alignment Ceiling: Objective Mismatch in Reinforcement Learning from Human Feedback | Oct 31, 2023 | GSM8KMMLU | —Unverified | 0 |
| Efficient Exploration in Continuous-time Model-based Reinforcement Learning | Oct 30, 2023 | Efficient ExplorationGaussian Processes | —Unverified | 0 |
| Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness | Oct 28, 2023 | Benchmarkingimage-classification | CodeCode Available | 0 |
| Relational Object-Centric Actor-Critic | Oct 26, 2023 | Model-based Reinforcement LearningObject | —Unverified | 0 |
| Mind the Model, Not the Agent: The Primacy Bias in Model-based RL | Oct 23, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery | Oct 20, 2023 | Causal DiscoveryDecision Making | —Unverified | 0 |
