russel-norvig-ai-problems/chapter2/AI/Vacuum/TableLookupAgent.hs

102 lines
2.7 KiB
Haskell

module AI.Vacuum.TableLookupAgent where
import AI.Vacuum.Cleaner
import AI.Vacuum.Grid
import Control.Monad.State
import Data.Lens.Common
import Data.Maybe (fromJust)
-- Problem 2.6
possiblePerceptsHistories :: [PerceptsHistory]
possiblePerceptsHistories = takeWhile ((<= 9) . length) $
[[]] : [[PhotoSensor]] : concatMap (\s -> [[] : s, [PhotoSensor] : s]) possiblePerceptsHistories
-- 0 -> t
-- 1 -> s
-- t -> 0 -> m | 1 -> X
-- s -> 0 -> t | 1 -> X
-- m -> 0 -> t | 1 -> s
-- X -> X
chooseAction :: PerceptsHistory -> Maybe Action
chooseAction ph =
case ph of
[] -> Just GoForward
[[]] -> Just TurnRight
[[PhotoSensor]] -> Just SuckDirt
(_:ps) ->
case lookup ps perceptsHistoryToActionMap of
Just (Just prevAction) -> chooseAction' ph prevAction
_ -> Nothing
chooseAction' :: PerceptsHistory -> Action -> Maybe Action
chooseAction' ph prevAction
| prevAction == TurnRight || prevAction == TurnLeft =
case head ph of
[] -> Just GoForward
[PhotoSensor] -> Nothing
| prevAction == SuckDirt =
case head ph of
[] -> Just TurnRight
[PhotoSensor] -> Nothing
| prevAction == GoForward =
case head ph of
[] -> Just TurnRight
[PhotoSensor] -> Just SuckDirt
| prevAction == TurnOff = error "Cannot move after turnoff"
perceptsHistoryToActionMap :: [(PerceptsHistory, Maybe Action)]
perceptsHistoryToActionMap =
map (\ph -> (ph, chooseAction ph)) possiblePerceptsHistories
grid1 = gridFromCellList [
Cell (0, 0) Home, Cell (1, 0) Empty,
Cell (0, 1) Empty, Cell (1, 1) Empty
]
grid2 = gridFromCellList [
Cell (0, 0) Home, Cell (1, 0) Dirt,
Cell (0, 1) Empty, Cell (1, 1) Empty
]
grid3 = gridFromCellList [
Cell (0, 0) Home, Cell (1, 0) Empty,
Cell (0, 1) Dirt, Cell (1, 1) Empty
]
grid4 = gridFromCellList [
Cell (0, 0) Home, Cell (1, 0) Empty,
Cell (0, 1) Empty, Cell (1, 1) Dirt
]
grid5 = gridFromCellList [
Cell (0, 0) Home, Cell (1, 0) Dirt,
Cell (0, 1) Dirt, Cell (1, 1) Empty
]
grid6 = gridFromCellList [
Cell (0, 0) Home, Cell (1, 0) Empty,
Cell (0, 1) Dirt, Cell (1, 1) Dirt
]
grid7 = gridFromCellList [
Cell (0, 0) Home, Cell (1, 0) Dirt,
Cell (0, 1) Empty, Cell (1, 1) Dirt
]
runCleaner :: Cleaner -> State Grid Cleaner
runCleaner cleaner = do
case chooseAction $ cleaner^.perceptsHist of
Just action -> do
cleaner' <- doAction action cleaner
if InfraredSensor `elem` (head $ cleaner'^.perceptsHist)
then doAction TurnOff cleaner'
else runCleaner cleaner'
_ -> doAction TurnOff cleaner
simulateOnGrid :: Grid -> (Cleaner, Grid)
simulateOnGrid grid =
runState (runCleaner cleaner) grid
where cleaner = createCleaner (fromJust $ lookupCell (0, 0) grid) East