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user_data_based_AI_obvious-move-patch

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bale-go committed 2020-06-27 12:50:33 +02:00
1 parent 02b71cbb58
commit 6feae1a860
1 file changed
+4 -37
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katrain/core/ai.py
+4 -37
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@@ -188,43 +188,10 @@ def generate_ai_move(game: Game, ai_mode: str, ai_settings: Dict) -> Tuple[Move,
if ai_mode != AI_RANK:
n_moves = int(ai_settings["pick_frac"] * len(legal_policy_moves) + ai_settings["pick_n"])
else:
n_moves = int(
round(
board_squares
/ 361
* len(legal_policy_moves)
/ (
1.311648546930214
* (
(
0.31164467
+ 0.55726218
* (len(legal_policy_moves) / board_squares)
* math.exp(
-1
* (
3.0308747
* (len(legal_policy_moves) / board_squares)
* (len(legal_policy_moves) / board_squares)
- (len(legal_policy_moves) / board_squares)
- 0.045792218 * ai_settings["kyu_rank"]
- 0.31164467
)
** 2
)
- 0.0064860256 * ai_settings["kyu_rank"]
)
* (
0.0630149
+ 0.762399
* board_squares
/ (10 ** (-0.05737 * ai_settings["kyu_rank"] + 1.9482))
)
)
- 0.08265346672884874
)
)
)
orig_calib_avemodrank = 0.063015 + 0.7624 * board_squares/(10**(-0.05737*ai_settings["kyu_rank"]+1.9482))
norm_leg_moves = len(legal_policy_moves) / board_squares
modified_calib_avemodrank = (0.3931+0.6559*norm_leg_moves*math.exp(-1*(3.002*norm_leg_moves*norm_leg_moves-norm_leg_moves-0.034889*ai_settings["kyu_rank"]-0.5097)**2)-0.01093*ai_settings["kyu_rank"]) * orig_calib_avemodrank
n_moves = int(round(board_squares * norm_leg_moves/(1.31165*(modified_calib_avemodrank+1)-0.082653)))
if ai_mode in [AI_INFLUENCE, AI_TERRITORY, AI_LOCAL, AI_TENUKI]:
if cn.depth > ai_settings["endgame"] * board_squares: