brodderickrodriguez/strategy_learning_system

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2
Language
Python
License
Apache License 2.0
Created about 5 years ago
Updated over 4 years ago

brodderickrodriguez/strategy_learning_system

brodderickrodriguez

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The implementation of my M.S. Thesis titled: Learning Explanatory Models for Robust Decision-Making Under Deep Uncertainty.

cassowary

A pure python implementation of the Cassowary constraint solving algorithm.

hypertune

Hyperparameter tuning using Particle Swarm Optimization and parallel computation which outperforms current approaches. V0.1 Beta

approximating_spectrum_graph

https://www.kdd.org/kdd2018/accepted-papers/view/approximating-the-spectrum-of-a-graph

texas_holdem_agent

An implementation of DQN and Monte Carlo Tree Search to play the game of Texas Hold'em

xcsr

A Rule-based classifier from Wilson’s accuracy-based classifier. Expands the traditional approach to include multiclass and real-values.

mountain_car_agent

Q Learning, SARSA, Expected SARSA to solve OpenAI's gym.mountain_car environment

InteractiveHandwriting

COMP 4710 Senior Design - Group 6

contaminant_plume_model

Extends the plume model by using/refining the strategies presented in the multi-agent coordination paper with a specific focus in identifying variation points and variability management.