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MonteCarlo

Classes

MonteCarloTreeSearch

Constants

C_ks : number

From: A Survey of Monte Carlo Tree Search Methods The value Cp = 1/√2 was shown by Kocsis and Szepesvari [120] to satisfy the Hoeffding ineqality with rewards in the range [0, 1]

Functions

recordArbitratedPlayout(node, state)
computeNodeSelectionScore(parent, child)number
materializedEdgeTarget(state, source, edge, computeTerminalFlag, heuristic)

C_ks : number

From: A Survey of Monte Carlo Tree Search Methods The value Cp = 1/√2 was shown by Kocsis and Szepesvari [120] to satisfy the Hoeffding ineqality with rewards in the range [0, 1]

Kind: global constant

recordArbitratedPlayout(node, state)

Kind: global function

ParamType
nodeStateNode
stateS

computeNodeSelectionScore(parent, child) ⇒ number

Kind: global function

ParamType
parentStateNode
childStateNode

materializedEdgeTarget(state, source, edge, computeTerminalFlag, heuristic)

Kind: global function

ParamType
stateS
sourceStateNode
edgeMoveEdge
computeTerminalFlagfunction
heuristicfunction