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Mandi Zhao's Projects

bet icon bet

Code and website for Behavior Transformers: Cloning k modes with one stone.

biobert-pretrained icon biobert-pretrained

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

brax icon brax

Massively parallel rigidbody physics simulation on accelerator hardware.

dextairity icon dextairity

[RSS 2022, Best System Paper Finalist] DextAIRity: Deformable Manipulation Can be a Breeze

dm_control icon dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

mj_envs icon mj_envs

A collection of MuJoCo based environments.

mjrl icon mjrl

Reinforcement learning algorithms for MuJoCo tasks

mvp icon mvp

Masked Visual Pre-training for Motor Control

obj2mjcf icon obj2mjcf

A CLI for processing composite Wavefront OBJ files for use in MuJoCo.

open_flamingo icon open_flamingo

An open-source framework for training large multimodal models.

puppet icon puppet

Puppet config for OCF servers and lab machines

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

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).

r3m icon r3m

Pre-training Reusable Representations for Robotic Manipulation Using Diverse Human Video Data

rainbow icon rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

robot-collab icon robot-collab

Codebase for paper: RoCo: Dialectic Multi-Robot Collaboration with Large Language Models

stat-157 icon stat-157

For Berkeley Deep Learning Course Stat 157

train-procgen icon train-procgen

Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"

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