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Shivin Dass's Projects

act-plus-plus icon act-plus-plus

Imitation learning algorithms with Co-training for Mobile ALOHA: ACT, Diffusion Policy, VINN

arm-simulator icon arm-simulator

Simulates the steps used for fetching-decoding-execution-loading-storing of ARM assembly instructions.

extruct icon extruct

Extract embedded metadata from HTML markup

furniture icon furniture

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

inverse_rl icon inverse_rl

Implementing the two pioneering IRL papers "Algorithms for Inverse Reinforcement Learning" - (Ng &Russell 2000) and "Maximum Entropy Inverse Reinforcement Learning" - (Ziebart et al. 2008)

metaworld icon metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

minigrid icon minigrid

Simple and easily configurable grid world environments for reinforcement learning

neat-mario icon neat-mario

Solving the game of super mario bros. with NEAT(Neural Evolution of Augmenting Topologies)

pato icon pato

Official implementation of "Assisted Teleoperation for Scalable Robot Data Collection", Dass et al. 2022

recsys-kaggle-hnm icon recsys-kaggle-hnm

CSCI567 Course Project for H&M Personalized Fashion Recommendations Kaggle Competition: https://www.kaggle.com/competitions/h-and-m-personalized-fashion-recommendations/overview

robomimic icon robomimic

robomimic: A Modular Framework for Robot Learning from Demonstration

sawyer-noetic icon sawyer-noetic

Docker setup to use Sawyer robot with ros noetic and moveit

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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