Construct · 1 fields · 1 citations

Dyna architecture: a standalone construct

One name. One construct. A landmark on the map.

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Reinforcement learning

an architecture in which an agent learns a world model from experience and uses simulated experience from it to update its values and policy.

In reinforcement learning, Dyna architecture refers to an architecture in which an agent learns a world model from experience and uses simulated experience from it to update its values and policy. This meaning comes from Sutton (1991) in ACM SIGART Bulletin.[1]

Unit
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Nearby constructs

agent3 fields · 5 citationsjingle · one word, three constructs architecture3 fields · 4 citationsjingle · one word, three constructs experience4 fields · 6 citationsjingle · one word, four constructs

References

Sutton, R. S. (1991). Dyna, an integrated architecture for learning, planning, and reacting. ACM SIGART Bulletin, 2(4), 160-163. https://doi.org/10.1145/122344.122377

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