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Zilong Chen's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 50! Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

heheyas icon heheyas

Config files for my GitHub profile.

human_aware_rl icon human_aware_rl

Code for "On the Utility of Learning about Humans for Human-AI Coordination"

hw02 icon hw02

้ซ˜ๆ€ง่ƒฝๅนถ่กŒ็ผ–็จ‹ไธŽไผ˜ๅŒ– - ็ฌฌ02่ฎฒ็š„ๅ›žๅฎถไฝœไธš

overcooked_ai icon overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

pyeit icon pyeit

Python based toolkit for Electrical Impedance Tomography

pymarl icon pymarl

Python Multi-Agent Reinforcement Learning framework

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).

v3d icon v3d

V3D: Video Diffusion Models are Effective 3D Generators

viser icon viser

Web-based 3D visualization + Python

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