Yang Guan's Projects
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
The DeepMind Control Suite and Package
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Dream to Control: Learning Behaviors by Latent Imagination
Mastering Atari with Discrete World Models
The repo develops a general and extensible RL environment for large-scale autonomous driving tasks.
The next best thing after Bloomberg Terminal
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
For toyota project
Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"
Library for Model Based RL
MPG is originated from the paper "Mixed policy gradient", which also contains a cluster of high-quality implementations of deep reinforcement learning algorithms.
Starter Kit for the Unity Obstacle Tower challenge
Obstacle Tower Environment
used for the competition
A fast and simple framework for building and running distributed applications.