Veronica Chelu's repositories

meta-learning

Meta Reinforcement Learning Experiments

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temporal_abstraction

Option Critic with subgoal discovery by spectral decomposition of the Successor Features Matrix or clustering in Successor features space.

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neural-art

Neural Style Transfer

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ResidualGAN

Tensorflow implementation of Learning Residual Images for Face Attribute Manipulation

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rl

Categorical DQN vs DQN

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StarGAN

StarGAN - tensorflow implementation

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word2vec

A word2vec implementation in tensorflow

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gym_fast_envs

Gym environments for meta learning

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agents

Efficient Batched Reinforcement Learning in TensorFlow

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dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

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dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

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image-captioning

Image Captioning

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neuraltalk2-tensorflow

Neuraltalk2 in tensorflow

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papers

Summaries of machine learning papers

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planning-robot

Guided and unguided algorithm for planning using a robot that has to search for balls in a labyrinth.

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pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

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space-escape-game

OpenGl game: a hero ship trying to avoid enemy ships and asteroids and destroy them with laser guns. The game had three perspectives(cameras)

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