Construct · 1 fields · 1 citations

self-play: a standalone construct

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

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Reinforcement learning

training an agent by having it play against copies of itself, shown in temporal difference learning for backgammon.

In reinforcement learning, self-play refers to training an agent by having it play against copies of itself, shown in temporal difference learning for backgammon. This meaning comes from Tesauro (1995) in Communications of the ACM.[1]

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Nearby constructs

agent3 fields · 5 citationsjingle · one word, three constructs learning6 fields · 14 citationsjingle · one name, six constructs play4 fields · 6 citationsjingle · one word, four constructs

References

Tesauro, G. (1995). Temporal difference learning and TD-Gammon. Communications of the ACM, 38(3), 58-68. https://doi.org/10.1145/203330.203343

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