obin's repositories
pick-and-place
pick and place code for baxter
awesome-embodied-vision
Reading list for research topics in embodied vision
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
drq
DrQ: Data regularized Q
habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
habitat_rl
habitat rl code without PointNavdataset
history-dependent-manipulation
An official dataset + code for "Visually Grounding Language Instruction for History-Dependent Manipulation" (ICRA 2022)
just-the-docs
A modern, high customizable, responsive Jekyll theme for documentation with built-in search.
Matterport
Matterport3D is a pretty awesome dataset for RGB-D machine learning tasks :)
midlevel-reps
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies
ml-agents
Unity Machine Learning Agents Toolkit
models
Models and examples built with TensorFlow
multiagent-particle-envs
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Neural-SLAM
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
PCGrad
Code for "Gradient Surgery for Multi-Task Learning"
PCL
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
pix2pix
Image-to-image translation with conditional adversarial nets
PRIMAL2
Training code PRIMAL2 - Public Repo
PyRay
Python Raycasting Engine
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
pytorchic-bert
Pytorch Implementation of Google BERT
RPF
Visual Memory for Robust Path Following
sparsemax-pytorch
Implementation of Sparsemax activation in Pytorch
spinningup
An educational resource to help anyone learn deep reinforcement learning.
teleop_twist_keyboard
Generic Keyboard Teleop for ROS