zhixuan-lin

SPACE

Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"

IODINE

PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference

G-SWM

Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"

cs285-fall-2019

My solutions to CS285 2019 Fall of UC Berkeley

SQAIR-pytorch

PyTorch implementation of Sequential Attend Infer Repeat

AIR-pytorch

Pytorch Implementation of Attend, Infer, Repeat

deep-fp

Website fingerprinting based on CNN

dreamer-pytorch

IFT6163 course project, PyTorch reimplementation of the Dreamer model

dotfiles

My dotfiles

homework_fall2020

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)

MiniSQL

A Mini Database Management System based on C++

paper-notes

Paper reading notes

discrete-ssl

ift-6269-vq-vae

ensemble-rl-continuous

Code for the MuJoCo experiments in the ICLR 2024 paper "The Curse of Diversity in Ensemble-Based Exploration"

ensemble-rl-discrete

Code for the Atari experiments in the ICLR 2024 paper "The Curse of Diversity in Ensemble-Based Exploration"

academic-kickstart

ARKit-Sampler

Code examples for ARKit.

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bookstore-django

A bookstore website with python django and bootstrap.

crafter

Benchmarking the Spectrum of Agent Capabilities

deep_bisim4control

Learning Invariant Representations for Reinforcement Learning without Reconstruction

deepul

descriptor-space

Dense descriptor with automatic scale selection for wide-baseline matching

IFT6135_Programming

ift6163_homeworks

jedi-language-server

A Python language server exclusively for Jedi. If Jedi supports it well, this language server should too.

LM-RL-finetune

pointnet-pytorch

A pytorch implementation of pointnet

test