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py-S-MCTS

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Subgoal MCTS (and some more such as GRAB) implemented in Python

gradient-mcts mcts s-mcts subgoal-mcts uct

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Name		Name	Last commit message	Last commit date
.github		.github
profiles		profiles
GRAB.py		GRAB.py
GRAB_MTCAR_Winner.py		GRAB_MTCAR_Winner.py
LICENSE		LICENSE
README.md		README.md
__init__.py		__init__.py
experiments.py		experiments.py
gradient_mcts.py		gradient_mcts.py
main.py		main.py
mcts.py		mcts.py
node.py		node.py
profile_main.py		profile_main.py
show_profile.py		show_profile.py
smcts.py		smcts.py
test_mcts.py		test_mcts.py
tools.py		tools.py

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py-S-MCTS

What is GRAB learning ?! It remains a mystery..

Here's a few charts of a simple experiment on grid world.

S-MCTS

Parameters consist of gamma, c, action coverage, error tolerance and horizon.

UCT

Parameters consist of gamma and c.

About

Subgoal MCTS (and some more such as GRAB) implemented in Python

gradient-mcts mcts s-mcts subgoal-mcts uct

0 stars

1 watching

Report repository

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