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keithsw's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

deeprl icon deeprl

Highly modularized implementation of popular deep RL algorithms by PyTorch

house3d icon house3d

a Realistic and Rich 3D Environment

lab icon lab

A customisable 3D platform for agent-based AI research

lstm icon lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

malmo icon malmo

Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

noreward-rl icon noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

pytorch-a2c-ppo-acktr icon pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-rl icon pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

sonnet icon sonnet

TensorFlow-based neural network library

tensorflow_poems icon tensorflow_poems

中文古诗自动作诗机器人,屌炸天,基于tensorflow1.4 api,正在积极维护升级中,快star,保持更新!

visdom icon visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

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