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Kanishk Gandhi's Projects

babyai icon babyai

BabyAI platform. A testbed for training agents to understand and execute natural language commands.

change-detection-test icon change-detection-test

A repository to investigate the failure of RL agents and their modules in capturing visual working memory or simple visual reasoning

deepdish icon deepdish

Flexible HDF5 saving/loading and other data science tools from the University of Chicago

ip_tool icon ip_tool

This is an image processing toolbox that gives the functionality of selective blurring and object removal. It has a web-based GUI and can easily be used by following the instructions below. It incorporates: Selective Search based object selection Grab Cut based object selection Motion Blur Exemplar Based image inpainting TELEA image Inpaintaing

lab icon lab

A customisable 3D platform for agent-based AI research

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

lm-pragmatics icon lm-pragmatics

Code and data for "A fine-grained comparison of pragmatic language understanding in humans and language models"

metaworld icon metaworld

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

pytextrank icon pytextrank

Python implementation of TextRank for text document NLP parsing and summarization

rlhf-apa icon rlhf-apa

RL algorithm: Advantage induced policy alignment

siamese-triplet icon siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

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