ikostrikov Goto Github PK
Name: Ilya Kostrikov
Type: User
Twitter: ikostrikov
Location: Berkeley
Blog: www.kostrikov.xyz
Name: Ilya Kostrikov
Type: User
Twitter: ikostrikov
Location: Berkeley
Blog: www.kostrikov.xyz
A benchmark for offline reinforcement learning.
A toolkit for developing and comparing reinforcement learning algorithms.
Gym environment for playing Wordle with RL agents
PyTorch implementation of the implicit Q-learning algorithm (IQL)
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
Flax extensions.
A customizable framework to create maze and gridworld environments
MINE: Mutual Information Neural Estimation in pytorch
Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
A research framework for autonomous driving
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Implementation of algorithms for continuous control (DDPG and NAF).
PyTorch implementations of algorithms for density estimation
A PyTorch implementation of Learning to learn by gradient descent by gradient descent
PyTorch implementation of Trust Region Policy Optimization
A set of environments utilizing pybullet for simulation of robotic manipulation tasks.
This repo contains the code of "Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic".
TensorFlow implementation of Pointer Networks
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).
MuJoCo models for Unitree Robots
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.