TD-Gammon

Reimplementing and Extending Gerald Tesauro's TD-Gammon

Jupyter notebook's containg the experiments to the associated bachelor thesis with the same name.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
CythonBackgammon.c		CythonBackgammon.c
CythonBackgammon.cp35-win_amd64.pyd		CythonBackgammon.cp35-win_amd64.pyd
CythonBackgammon.pyx		CythonBackgammon.pyx
FasterBackgammon.py		FasterBackgammon.py
Game.pyx		Game.pyx
LICENSE		LICENSE
NeuralNetModel.py		NeuralNetModel.py
Player.py		Player.py
PlayerTest.py		PlayerTest.py
README.md		README.md
RepositoryBackgammon.py		RepositoryBackgammon.py
TD-Gammon.ipynb		TD-Gammon.ipynb
TD-Gammon000-Backgammon.ipynb		TD-Gammon000-Backgammon.ipynb
TD-Gammon001-Player.ipynb		TD-Gammon001-Player.ipynb
TD-Gammon002-FasterBackgammon.ipynb		TD-Gammon002-FasterBackgammon.ipynb
TD-Gammon003-ValuePlayer.ipynb		TD-Gammon003-ValuePlayer.ipynb
TD-Gammon004-TD-Gammon.ipynb		TD-Gammon004-TD-Gammon.ipynb
TD-Gammon005-TF-Gammon.ipynb		TD-Gammon005-TF-Gammon.ipynb
TD-Gammon006-TwoPly.ipynb		TD-Gammon006-TwoPly.ipynb
TD-Gammon007-HumanPlayer.ipynb		TD-Gammon007-HumanPlayer.ipynb
TD-Gammon008-NoSelfplay.ipynb		TD-Gammon008-NoSelfplay.ipynb
TD-Gammon009-MoreHiddenUnits.ipynb		TD-Gammon009-MoreHiddenUnits.ipynb
TD-Gammon010-QLearning.ipynb		TD-Gammon010-QLearning.ipynb
TD-Gammon011-ThreePly.ipynb		TD-Gammon011-ThreePly.ipynb
TD-Gammon012-Expectiminimax.ipynb		TD-Gammon012-Expectiminimax.ipynb
TD-Gammon013-MCTS.ipynb		TD-Gammon013-MCTS.ipynb
TD-Gammon014-CythonBackgammon.ipynb		TD-Gammon014-CythonBackgammon.ipynb
TD-Gammon015-MoreCython.ipynb		TD-Gammon015-MoreCython.ipynb
TD-Gammon016-SelectiveThreePly.ipynb		TD-Gammon016-SelectiveThreePly.ipynb
TD-Gammon017-FasterRandom.ipynb		TD-Gammon017-FasterRandom.ipynb
TD-Gammon018-GrandTournament.ipynb		TD-Gammon018-GrandTournament.ipynb
TD-Gammon019-TD-Chess.ipynb		TD-Gammon019-TD-Chess.ipynb
setup.py		setup.py

License

TobiasVogt/TD-Gammon

Folders and files

Latest commit

History

Repository files navigation

TD-Gammon

About

Topics

Resources

License

Stars

Watchers

Forks

Languages