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Steven Kapturowski's Projects

async-deep-rl icon async-deep-rl

A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783

async-rl icon async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

curvy icon curvy

helper utilities for GR calculations

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

ga3c icon ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

lbfgs icon lbfgs

Port of l-BFGS from Torch to Tensorflow

pylattice icon pylattice

tools for lattice quantum chromodynamics simulations and more

pyqcd icon pyqcd

pyQCD provides a Python library for running small-scale lattice QCD simulations on desktop and workstation computers.

qft_project icon qft_project

Provides classes and methods to extract statistical quantities from Monte-Carlo Simulations of 2D Ising and XY models

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-rl icon tensorflow-rl

Implementations of deep RL papers and random experimentation

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