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John So's Projects

black icon black

The uncompromising Python code formatter

dads icon dads

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

dm_control icon dm_control

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

mask-vision icon mask-vision

Using TF and OpenCV to train a CNN classifier to detect whether a person is wearing a mask or not. Dataset taken from https://www.kaggle.com/vtech6/medical-masks-dataset.

mvsnet icon mvsnet

MVSNet (ECCV2018) & R-MVSNet (CVPR2019)

noreward-rl icon noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

plan2explore icon plan2explore

Repository for the paper "Planning to Explore via Self-Supervised World Models"

proto icon proto

Proto-RL: Reinforcement Learning with Prototypical Representations

psmnet-1 icon psmnet-1

Pyramid Stereo Matching Network (CVPR2018)

rlbench icon rlbench

A large-scale benchmark and learning environment.

spawnnet icon spawnnet

SpawnNet: Learning Generalizable Visuomotor Skills from Pre-trained Networks

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