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Research article

First published 2023-5

Hybrid control for combining model-based and model-free reinforcement learning

Allison Pinosky, Ian Abraham, Alexander Broad [...]

The International Journal of Robotics Research

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Research article

First published 2026

People Can Adaptively Exploit Model-free and Model-based Reinforcement Learning in Competitive Games

Brian C. Howatt, Michael E. Young

Quarterly Journal of Experimental Psychology

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Research article

First published 2021-8

A model free controller based on reinforcement learning for active steering system with uncertainties

Jintao Zhao, Shuo Cheng, Liang Li [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2022-04-28

Proximal policy optimization with model-based methods

Shuailong Li, Wei Zhang, Huiwen Zhang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-6

Observer-based adaptive control of robot manipulators using reinforcement learning and the Fourier series expansion

Gholamreza Khodamipour, Saeed Khorashadizadeh, Mohsen Farshad

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-1

Active nonlinear vibration control of a buckled beam based on deep reinforcement learning

Yi-Ang Zhang, Songye Zhu

Journal of Vibration and Control

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Research article

First published 2016-6

From Creatures of Habit to Goal-Directed Learners

Johannes H. Decker, A. Ross Otto, Nathaniel D. Daw [...]

Psychological Science

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Research article

First published 2013-5

The Curse of Planning

A. Ross Otto, Samuel J. Gershman, Arthur B. Markman [...]

Psychological Science

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Research article

First published 2025-9

SAM-RL: Sensing-aware model-based reinforcement learning via differentiable physics-based simulation and rendering

Jun Lv, Yunhai Feng, Cheng Zhang [...]

The International Journal of Robotics Research

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Research article

First published 2015-5

A model-based markovian context-dependent reinforcement learning approach for neurobiologically plausible transfer of experience

Oussama H. Hamid

International Journal of Hybrid Intelligent Systems

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