Yasuhiro Fujita's repositories
resume
My resume
pfrl
PFRL: a PyTorch-based deep reinforcement learning library
bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
slimevolleygym
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
chainer
A flexible framework of neural networks for deep learning
mujoco-py
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
chainer-yogi
An unofficial implementation of Yogi optimizer in Chainer. See https://papers.nips.cc/paper/8186-adaptive-methods-for-nonconvex-optimization
chainer-eve
An Eve optimizer implementation in Chainer
LC_NGSIM
lane change trajectories extracted from NGSIM
cupy
NumPy-like API accelerated with CUDA
NGSIM.jl
A Julia package for handling the Next Generation Simulation (NGSIM) traffic dataset
rl-teacher
Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback
gvgai
This is the framework for the General Video Game Competition - http://www.gvgai.net/
self-normalizing-networks
Chainer implementation of Self-Normalizing Networks (SNN)
chainer-cocob
COCOB-Backprop (https://arxiv.org/abs/1705.07795) implementation for Chainer
chainer-entropy-adam
Chainer-based implementation of Entropy-Adam https://arxiv.org/abs/1611.01838
chainer-weight-normalization
Weight normalization https://arxiv.org/abs/1602.07868
chainer-oplu
Orthogonal Permuatation Linear Unit (OPLU) https://arxiv.org/abs/1604.02313v3
predictron
WIP implementation of "The Predictron: End-To-End Learning and Planning" (http://arxiv.org/abs/1612.08810) in Chainer
deep-ensemble-uncertainty
An implementation of "Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles" (http://arxiv.org/abs/1612.01474)
dqn-in-the-caffe
An implementation of Deep Q-Network using Caffe
deep-reinforcement-learning-papers
A list of papers and resources dedicated to deep reinforcement learning
ViZDoom
Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.
chainer-santa
An experimental implementation of Santa for Chainer