barrybecker4/ScalphaGoZero
An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)
ScalaApache-2.0
Issues
- 1
add model visualization
#40 opened by barrybecker4 - 0
isEye performance enhancement
#39 opened by barrybecker4 - 0
Visualize the contents of the trained layers
#38 opened by barrybecker4 - 0
Implement scoring function in GTP API
#37 opened by barrybecker4 - 2
Implement GTP and connect using Sabaki
#4 opened by barrybecker4 - 1
extract BoundaryChecker from GoBoard
#36 opened by barrybecker4 - 2
white filled in eye during self-play
#27 opened by barrybecker4 - 1
- 1
when using the model_size_5_layers_2.model for white, the first move is to resign
#34 opened by barrybecker4 - 4
When selecting a branch in ZeroAgent, select from probability distribution, instead of max score value
#19 opened by barrybecker4 - 3
upgrade to latest libraries
#22 opened by barrybecker4 - 1
Use the GPU for processing if available
#26 opened by barrybecker4 - 2
White territory calculation off by 1?
#30 opened by barrybecker4 - 1
nd4j memory leak in 1.0.4b and 1.0.6b
#32 opened by barrybecker4 - 1
Fix Travis CI build
#33 opened by barrybecker4 - 2
- 2
calculate baseline performance
#25 opened by barrybecker4 - 1
Add more tests
#31 opened by barrybecker4 - 2
increase batch size and make it configurable
#28 opened by barrybecker4 - 1
memory leak
#29 opened by barrybecker4 - 1
replace winner with gameResut in GameState
#21 opened by barrybecker4 - 1
Implement MC playouts
#20 opened by barrybecker4 - 1
Be forgiving when accepting input
#23 opened by barrybecker4 - 1
move models to subdir
#24 opened by barrybecker4 - 1
allow training with minibatches
#18 opened by barrybecker4 - 3
- 1
Don't allow moves that fill eyes
#17 opened by barrybecker4 - 1
ZeroEncoder not encoding kos correctly
#16 opened by barrybecker4 - 1
in GameState make allPreviousState part of the immutable state and remove the equals method
#13 opened by barrybecker4 - 1
Save and load weights for trained models
#7 opened by barrybecker4 - 1
ZeroEncoder never writes to layer 0 or 4.
#12 opened by barrybecker4 - 2
Upgrade to dl4j beta-3
#9 opened by barrybecker4 - 1
Fix scoring logic to account for captures
#10 opened by barrybecker4 - 1
- 1
- 1
fix bug where AI makes suicidal moves
#8 opened by barrybecker4 - 2
- 1
print the board while playing
#3 opened by barrybecker4 - 1
NoSuchElementException
#1 opened by barrybecker4 - 1
Support board sizes beside 19x19
#5 opened by barrybecker4