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Zifan Xu's Projects

brax_params icon brax_params

Massively parallel rigidbody physics simulation on accelerator hardware.

dm_alchemy icon dm_alchemy

DeepMind Alchemy task environment: a meta-reinforcement learning benchmark

habitat-lab icon habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

jackal icon jackal

Common packages for Jackal, including messages, robot description, and controllers

legged_tracking icon legged_tracking

Sim-to-real RL training and deployment tools for the Unitree Go1 robot.

pytorch-maml-rl icon pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rsl_rl icon rsl_rl

Fast and simple implementation of RL algorithms, designed to run fully on GPU.

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

teachmyagent icon teachmyagent

TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.

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