PureMCTS.jl

Results for the single inverted pendulum

Generated on 2022-11-22 02:00:42


Exploration parameter = 0

$C_p=0$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=0$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=0$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=0$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 2

$C_p=2$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=2$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=2$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=2$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 4

$C_p=4$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=4$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=4$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=4$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 8

$C_p=8$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=8$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=8$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=8$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 16

$C_p=16$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=16$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=16$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=16$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 32

$C_p=32$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=32$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=32$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=32$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 64

$C_p=64$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=64$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=64$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=64$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 128

$C_p=128$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=128$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=128$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=128$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 256

$C_p=256$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=256$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=256$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=256$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 512

$C_p=512$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=512$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=512$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=512$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std

Exploration parameter = 1024

$C_p=1024$ $\gamma = 0.5$ $\gamma = 0.55$ $\gamma = 0.6$
Mean
Std
$C_p=1024$ $\gamma = 0.65$ $\gamma = 0.7$ $\gamma = 0.75$
Mean
Std
$C_p=1024$ $\gamma = 0.8$ $\gamma = 0.85$ $\gamma = 0.9$
Mean
Std
$C_p=1024$ $\gamma = 0.95$ $\gamma = 1.0$
Mean
Std