added initial mcts

This commit is contained in:
2024-01-24 11:57:25 +01:00
parent 16d7c538d6
commit 5645657fdd
9 changed files with 156 additions and 40 deletions

45
main.py Normal file
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import chess
import chess.engine
from mcts import MCTSNode
import engine
import eval
def test_mcts(seed):
fools_mate = "rnbqkbnr/pppp1ppp/4p3/8/5PP1/8/PPPPP2P/RNBQKBNR b KQkq f3 0 2"
board = chess.Board(fools_mate)
mcts_root = MCTSNode(board)
mcts_root.build_tree()
sorted_moves = sorted(mcts_root.children, key=lambda x: x.move.uci())
for c in sorted_moves:
print("move (mcts):", c.move, " with score:", c.score)
def test_stockfish(seed):
fools_mate = "rnbqkbnr/pppp1ppp/4p3/8/5PP1/8/PPPPP2P/RNBQKBNR b KQkq f3 0 2"
board = chess.Board(fools_mate)
moves = {}
untried_moves = list(board.legal_moves)
for move in untried_moves:
engine.simulate_game(board, move, 100)
moves[move] = board
board = chess.Board(fools_mate)
sorted_moves = dict(sorted(moves.items(), key=lambda x: x[0].uci()))
analyze_results(sorted_moves)
def analyze_results(moves: dict):
for m, b in moves.items():
manual_score = eval.score_manual(b)
engine_score = eval.score_stockfish(b).white()
print(f"score for move {m}: manual_score={manual_score}, engine_score={engine_score}")
def main():
test_mcts(0)
test_stockfish(0)
if __name__ == '__main__':
main()