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Model-based Reinforcement Learning

Papers

Showing 201225 of 708 papers

TitleStatusHype
Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary ModelCode0
Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain StimulationCode0
Reinforcement learning-based architecture search for quantum machine learning0
Learning to Play Atari in a World of Tokens0
A New View on Planning in Online Reinforcement Learning0
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach0
Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout AdaptionCode0
Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation0
Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents0
Safe Deep Model-Based Reinforcement Learning with Lyapunov FunctionsCode0
Neuromorphic dreaming: A pathway to efficient learning in artificial agentsCode0
Model-based reinforcement learning for protein backbone design0
Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisation0
A Note on Loss Functions and Error Compounding in Model-based Reinforcement Learning0
Active Learning for Control-Oriented Identification of Nonlinear Systems0
Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation0
Exploiting Symmetry in Dynamics for Model-Based Reinforcement Learning with Asymmetric RewardsCode0
Deep Gaussian Covariance Network with Trajectory Sampling for Data-Efficient Policy SearchCode0
Robust Model Based Reinforcement Learning Using L_1 Adaptive Control0
Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming0
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC ControlCode0
Model-based deep reinforcement learning for accelerated learning from flow simulationsCode0
When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination0
Model-Based Reinforcement Learning Control of Reaction-Diffusion Problems0
The Edge-of-Reach Problem in Offline Model-Based Reinforcement LearningCode0
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