muupan

chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

chainer-cocob

COCOB-Backprop (https://arxiv.org/abs/1705.07795) implementation for Chainer

deep-ensemble-uncertainty

An implementation of "Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles" (http://arxiv.org/abs/1612.01474)

deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

dqn-in-the-caffe

An implementation of Deep Q-Network using Caffe

predictron

WIP implementation of "The Predictron: End-To-End Learning and Planning" (http://arxiv.org/abs/1612.08810) in Chainer

SexprParser

This is S-expression parser in C++11. It is aimed at being used in General Game Playing.

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

muupan/deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

muupan/async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

muupan/dqn-in-the-caffe

An implementation of Deep Q-Network using Caffe

muupan/deep-ensemble-uncertainty

An implementation of "Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles" (http://arxiv.org/abs/1612.01474)

muupan/predictron

WIP implementation of "The Predictron: End-To-End Learning and Planning" (http://arxiv.org/abs/1612.08810) in Chainer

muupan/chainer-cocob

COCOB-Backprop (https://arxiv.org/abs/1705.07795) implementation for Chainer

muupan/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

muupan/chainer-entropy-adam

Chainer-based implementation of Entropy-Adam https://arxiv.org/abs/1611.01838

muupan/chainer-eve

An Eve optimizer implementation in Chainer

muupan/chainer-oplu

Orthogonal Permuatation Linear Unit (OPLU) https://arxiv.org/abs/1604.02313v3

muupan/chainer-weight-normalization

Weight normalization https://arxiv.org/abs/1602.07868

muupan/gym_torcs

muupan/rl-teacher

Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback

muupan/bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

muupan/chainer

A flexible framework of neural networks for deep learning

muupan/chainer-yogi

An unofficial implementation of Yogi optimizer in Chainer. See https://papers.nips.cc/paper/8186-adaptive-methods-for-nonconvex-optimization

muupan/cupy

NumPy-like API accelerated with CUDA

muupan/gvgai

This is the framework for the General Video Game Competition - http://www.gvgai.net/

muupan/LC_NGSIM

lane change trajectories extracted from NGSIM

muupan/mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

muupan/muupan.github.io

muupan/NGSIM.jl

A Julia package for handling the Next Generation Simulation (NGSIM) traffic dataset

muupan/pfrl

PFRL: a PyTorch-based deep reinforcement learning library

muupan/pybrain

muupan/pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

muupan/resume

My resume

muupan/self-normalizing-networks

Chainer implementation of Self-Normalizing Networks (SNN)

muupan/slimevolleygym

A simple OpenAI Gym environment for single and multi-agent reinforcement learning

muupan/trl

Train transformer language models with reinforcement learning.

muupan/ViZDoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.