update
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@@ -12,7 +12,7 @@ using ..type, ..mcts, ..util
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""" Search the best action to take for a given state and task
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# Arguments
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- `initial state`
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- `initialstate::T`
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initial state
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- `transition::Function`
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a function that define how the state transitions
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@@ -32,21 +32,16 @@ using ..type, ..mcts, ..util
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aggressively explore new state.
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# Return
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- `(bestNextState, BestFinalState)::Tuple`
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- `(bestNextState, BestFinalState)::@NamedTuple{bestNextState::T, bestFinalState::T}`
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the best next state and the best final state
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# Example
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```jldoctest
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julia>
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```
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# TODO
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[] update example
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Refers to SQLLLM package
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# Signature
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"""
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function runMCTS(
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initialstate,
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initialstate::T,
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transition::Function,
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transitionargs::NamedTuple,
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;
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@@ -54,7 +49,7 @@ function runMCTS(
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maxdepth::Integer=3,
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maxiterations::Integer=10,
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explorationweight::Number=1.0,
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)::NamedTuple
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)::@NamedTuple{bestNextState::T, bestFinalState::T} where {T<:Any}
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root = MCTSNode("root", initialstate, 0, 0, 0, 0, false, nothing, Dict{String, MCTSNode}())
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@@ -88,8 +83,8 @@ function runMCTS(
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end
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end
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bestNextState = selectBestNextState(root)
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besttrajectory = selectBestTrajectory(root)
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bestNextState = selectBestNextNode(root)
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besttrajectory = selectBestTrajectoryNode(root)
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return (bestNextState=bestNextState.state, bestFinalState=besttrajectory.state)
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end
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