What level for gnugo 3.7.10?

> -----Original Message-----
> From: [EMAIL PROTECTED] [mailto:computer-go-
> [EMAIL PROTECTED] On Behalf Of Magnus Persson
> Sent: Thursday, April 24, 2008 8:28 AM
> To: computer-go@computer-go.org
> Subject: [computer-go] Greedy search vs UCT
> 
> I have checked if there is a difference for Valkyria in using
> confidence bounds or just greedily search the move with the highest
> winrate. This is Valkyria 3.2.0 using 512 simulations per move against
> GnuGo 3.7.10.
> 
> UCT_K Winrate SERR
> 0     58.8    2.2 (greedy)
> 0.01  56.8    2.2
> 0.1   60.9    2.2
> 0.5   54.2    2.2
> 1     50.6    2.2
> 
> As you can see up to uct_k = 0.1, the winrate aginst gnugo is more or
> less constant (500 games was played for each value of uct_k) and then
> it declines.
> 
> So although 0.1 was best I cannot claim that it is better than a plain
> greedy search.
> 
> I will repeat this using 4 times as many simulations per move. The
> search  sensitivity to uct_k may depend on how deep the tree is
> searched.
> 
> -Magnus
> 
> 
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