I work on problems at the intersection of mathematics, game theory, and ML. Currently, I'm studying computer-assisted proof and differential game theory.
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Automated-Theorem-Proving-With-LSTM-Networks
Automated-Theorem-Proving-With-LSTM-Networks PublicUsing LSTM generators to Prove Theorems in Predicate Logic.
Python 1
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Attention-Restricted-STN
Attention-Restricted-STN PublicA Module that implements Spacial Transformer Networks with Attention Restriction. Plus Custom PyTorch Train/DataSet Implementations.
Python
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Greedy-MCTS-with-RAVE-for-k-NIM
Greedy-MCTS-with-RAVE-for-k-NIM PublicApplying Greedy Monte Carlo Tree search (MCTS) with Rapid Action Value Estimation (RAVE) to uncover optimal strategies in k-NIM when k = 2.
Jupyter Notebook
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Differential-Game-Theory-for-SIR-Models
Differential-Game-Theory-for-SIR-Models PublicWe Apply Differential Game Theory to Model Epidemics
R
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