What is recorded here?
Presented Dyna architectures that interleave trial-and-error learning, learning a world model, and planning with simulated experience, including Dyna-PI and Dyna-Q demonstrations.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The record is Sutton's sole-author ICML 1990 paper. It does not absorb the 1991 SIGART article, Sutton's earlier temporal-difference result, Watkins's Q-learning, later prioritized sweeping or all model-based reinforcement learning.
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People and systems
Richard S. Sutton
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
Research locations and affiliations
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Documented countries / regions: United States
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English catalogue narrative
Sutton: Dyna integrated learning, planning and reacting
Presented Dyna architectures that interleave trial-and-error learning, learning a world model, and planning with simulated experience, including Dyna-PI and Dyna-Q demonstrations.
Scientific scope
The record is Sutton's sole-author ICML 1990 paper. It does not absorb the 1991 SIGART article, Sutton's earlier temporal-difference result, Watkins's Q-learning, later prioritized sweeping or all model-based reinforcement learning.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Richard S. Sutton
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.