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Bonifatius94
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Schafkopf.AI
Teaching an AI to play Schafkopf
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Make Training Work
#5
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Bonifatius94
opened
11 months ago
Bonifatius94
commented
10 months ago
Put neural net framework in place
[x] can solve regression task (e.g. predict sin(x))
[x] can solve classification task (e.g. learn MNIST)
Implement RL algorithms
[ ] Deep Q
[x] PPO
[ ] Monte Carlo Tree Search
Prepare training data based on gameplay
[x] model a reward function
[x] model the input features seen by the agent
Implement Benchmark
[x] random play benchmark
[ ] benchmark against heuristic agent
[ ] benchmark against best trained agent
[ ] benchmark with real gameplay data