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Violet Xiang's Projects

alignment icon alignment

ELIGN: Expectation Alignment as a Multi-agent Intrinsic Reward

arxiv-style icon arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

clip icon clip

Contrastive Language-Image Pretraining

crafter icon crafter

Benchmarking the Spectrum of Agent Capabilities

deepgaze icon deepgaze

pytorch implementation of the different DeepGaze models

deit icon deit

Official DeiT repository

differentiable-plasticity icon differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

emergentsocialdynamics icon emergentsocialdynamics

Context dependent intrinsic motivation allows diverse social dynamics to emerge from different environment.

fixatons icon fixatons

A collection of Human Fixations Datasets and Metrics for Scanpath Similarity

grnn icon grnn

Learning Spatial Common Sense with Geometry-Aware Recurrent Networks

meltingpot icon meltingpot

A suite of test scenarios for multi-agent reinforcement learning.

models icon models

Models and examples built with TensorFlow

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

overcookedgpt icon overcookedgpt

An OpenAI gym environment to evaluate the ability of LLMs (eg. GPT-4, Claude) in long-horizon reasoning and task planning in dynamic multi-agent settings.

rl icon rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

som icon som

Set-of-Mark Prompting for LMMs

teachmri icon teachmri

Routines for teaching MRI principles in Stanford's Psych 204A

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