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I did some short test for self-play on the server. I needed to modify few things, so I created a branch 'self_play_speed_test'.
I used cProfiler for the profiling, here is the output of `python -m cP…
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As I mentioned in another issue, I've been working on training an AI Agent to play Othello/reversi. I wanted to report that I've had some pretty decent success using AlphaZero.jl. Much more than I was…
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Right now this package relies pretty heavily on scripts in `src` which take command line arguments. Ideally, these should all become normal function calls. Using the package might look like this:
`…
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Hi
Could you please confirm if the code works
Regards
Sridhar
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Input plane 14 can be removed if the board is flipped when black is on move, and the network would not have to learn everything for both sides (nor equally). Castle rights and 50 move counter might b…
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Hello, I have a trouble during the first run:
`python3 main_pipeline.py`
I get :
`"alpha_net_c4.py", line 14, in __init__
self.X = dataset[:,0]
IndexError: too many indices for array
…
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在 tf_policy_value_net.py 第54行,定义了每个动作的概率是
self.action_probs = tf.nn.softmax(policy_net_out, name="policy_net_proba"),
第90行定义的loss是
cross_entropy = tf.nn.softmax_cross_entropy_with_logits(logits=s…
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https://research.fb.com/facebook-open-sources-elf-opengo/
ELF OpenGo
ELF OpenGo is a reimplementation of AlphaGoZero / AlphaZero. It was trained on 2,000 GPUs over a two week period, and has achie…
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In `game.py`, line 62-72:
```python
def current_state(self):
....
square_state[0][move_curr // self.width, move_curr % self.height] = 1.0
....
```
I assume you may actually mean `[m…