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AlphaZeroIncubator
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AlphaZero
Our implementation of AlphaZero for simple games such as Tic-Tac-Toe and Connect4.
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Bump torch from 1.13.1 to 2.2.0
#44
dependabot[bot]
opened
3 days ago
0
Bump numpy from 1.18.0 to 1.22.0
#43
dependabot[bot]
closed
2 years ago
0
Delete parent tree after each self play step
#42
PhilipEkfeldt
opened
4 years ago
1
Performance improvement
#41
homerours
opened
4 years ago
15
Fixed code structure
#40
PhilipEkfeldt
closed
4 years ago
1
Fix double _utils.py files/circular import
#39
guidopetri
closed
4 years ago
1
Add more tests for mcts
#38
PhilipEkfeldt
opened
4 years ago
0
Model game input
#37
PhilipEkfeldt
opened
4 years ago
3
Connect4 Initial Implementation
#36
abhon
closed
4 years ago
5
Mcts improvements
#35
PhilipEkfeldt
closed
4 years ago
3
Removed autoformatting for black in CI
#34
PhilipEkfeldt
closed
4 years ago
0
Remark on MCTS
#33
homerours
opened
4 years ago
3
Start Contiguous Architecture(WIP)
#32
abhon
closed
4 years ago
2
Clarify TicTacToe.is_game_over(). Closes #30
#31
guidopetri
closed
4 years ago
0
Clarify TicTacToe.is_game_over
#30
guidopetri
closed
4 years ago
0
Test Q-value on TicTacToe first step
#29
guidopetri
closed
2 years ago
0
Initial implementation of training/testing loop
#28
guidopetri
closed
4 years ago
4
Add flake8 to CI
#27
guidopetri
closed
4 years ago
1
Add n_players static method to Game. Closes #25
#26
guidopetri
closed
4 years ago
0
Add n_players static method to game
#25
PhilipEkfeldt
closed
4 years ago
0
MCTS improvements
#24
PhilipEkfeldt
opened
4 years ago
8
Initial NN Architecture, WIP
#23
abhon
closed
4 years ago
11
Add custom loss function. Closes #1
#22
guidopetri
closed
4 years ago
0
Add Connect4
#21
guidopetri
closed
4 years ago
2
Add PyTest workflow action
#20
guidopetri
closed
4 years ago
1
Create pre-commit hook for black
#19
guidopetri
closed
4 years ago
0
Make our project a package so we can use pytest with it
#18
guidopetri
closed
4 years ago
0
test autoblack
#17
PhilipEkfeldt
closed
4 years ago
0
testing autoformat CI change from local
#16
PhilipEkfeldt
closed
4 years ago
0
Fixed black formatting?
#15
PhilipEkfeldt
closed
4 years ago
1
Added CI
#14
PhilipEkfeldt
closed
4 years ago
1
Create utils.py for custom loss function, train and testing functions
#13
abhon
closed
4 years ago
13
Skeleton for Game classes
#12
guidopetri
closed
4 years ago
9
Set up CI
#11
guidopetri
closed
4 years ago
6
Storage format
#10
guidopetri
closed
4 years ago
5
Initial mcts implementation, WIP
#9
PhilipEkfeldt
closed
4 years ago
5
simple example of tic tac toe in python
#8
cas2247
closed
4 years ago
5
Perfect solvers for simple games
#7
guidopetri
closed
2 years ago
0
Data storage format
#6
guidopetri
closed
4 years ago
1
MCTS implementation
#5
guidopetri
closed
4 years ago
0
NN architecture
#4
guidopetri
closed
4 years ago
3
Training/testing functions
#3
guidopetri
closed
4 years ago
1
Tic Tac Toe in an OOP format
#2
guidopetri
closed
4 years ago
3
Custom loss function
#1
guidopetri
closed
4 years ago
1