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David Krueger's Projects

async-rl icon async-rl

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

blocks icon blocks

A Theano framework for building and training neural networks

blocks_quickstart icon blocks_quickstart

This repo contains a simple demo of Blocks and Fuel, explaining their basic functionality.

cs188.1x-project3 icon cs188.1x-project3

This was the third project for Berkeley's CS188.1x. Topics included MDP with Value Iteration and Policy iteration. These topics were practiced with Pacman, a robot learning to move across the screen, and a game called GridWorld

d4rl icon d4rl

A benchmark for offline reinforcement learning.

deep_q_rl icon deep_q_rl

Theano-based implementation of Deep Q-learning

deeprl-agents icon deeprl-agents

A set of implementations of Deep Reinforcement Learning Agents using Tensorflow.

dk_utils icon dk_utils

utility functions for personal use at LISA and beyond

dqn icon dqn

This is a very basic DQN implementation, which uses OpenAI's gym environment and Keras/Theano neural networks.

draw icon draw

Reimplementation of DRAW

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fuel icon fuel

A data pipeline framework for machine learning

gae icon gae

Generative Autoencoders Project Code

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