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Approximate Value Functions and Online Planning
A handbook for solving large sequential decision problems using value-function approximation, receding-horizon control, rollouts, search, sparse sampling and Monte Carlo tree se…
Every page in the KEVOS library tagged Monte Carlo tree search. 2 pages.
A handbook for solving large sequential decision problems using value-function approximation, receding-horizon control, rollouts, search, sparse sampling and Monte Carlo tree se…
Deciding on the fly by looking ahead from the current state — forward search and Monte Carlo tree search — instead of precomputing a full policy.