Izzeddin Gür | DeepAI

AI Chat

Featured Co-authors

Pieter Abbeel
263 publications
Honglak Lee
129 publications
Ion Stoica
74 publications
Dilek Hakkani-Tur
65 publications
Ofir Nachum
63 publications
Yutaka Matsuo
57 publications
Yu Su
56 publications
Huan Sun
51 publications
Vijay Janapa Reddi
50 publications
Dan Zhang
47 publications
Aleksandra Faust
44 publications

∙ 07/24/2023

A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Pre-trained large language models (LLMs) have recently achieved better g...

0 Izzeddin Gür, et al. ∙

∙ 05/19/2023

Multimodal Web Navigation with Instruction-Finetuned Foundation Models

The progress of autonomous web navigation has been hindered by the depen...

0 Hiroki Furuta, et al. ∙

∙ 11/29/2022

Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration

Microprocessor architects are increasingly resorting to domain-specific ...

21 Srivatsan Krishnan, et al. ∙

∙ 10/19/2022

CLUTR: Curriculum Learning via Unsupervised Task Representation Learning

Reinforcement Learning (RL) algorithms are often known for sample ineffi...

0 Abdus Salam Azad, et al. ∙

∙ 10/08/2022

Understanding HTML with Large Language Models

Large language models (LLMs) have shown exceptional performance on a var...

0 Izzeddin Gür, et al. ∙

∙ 05/25/2022

Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization

We tackle real-world problems with complex structures beyond the pixel-b...

1 Sungryull Sohn, et al. ∙

∙ 01/21/2022

Environment Generation for Zero-Shot Compositional Reinforcement Learning

Many real-world problems are compositional - solving them requires compl...

2 Izzeddin Gür, et al. ∙

∙ 11/25/2021

Less is More: Generating Grounded Navigation Instructions from Landmarks

We study the automatic generation of navigation instructions from 360-de...

8 Su Wang, et al. ∙

∙ 03/02/2021

Adversarial Environment Generation for Learning to Navigate the Web

Learning to autonomously navigate the web is a difficult sequential deci...

14 Izzeddin Gür, et al. ∙

∙ 12/21/2018

Learning to Navigate the Web

Learning in environments with large state and action spaces, and sparse ...

0 Izzeddin Gür, et al. ∙

∙ 11/11/2018

User Modeling for Task Oriented Dialogues

We introduce end-to-end neural network based models for simulating users...

0 Izzeddin Gür, et al. ∙

∙ 04/19/2017

Global Relation Embedding for Relation Extraction

Recent studies have shown that embedding textual relations using deep ne...

0 Yu Su, et al. ∙

∙ 06/17/2016

Collective Decision Dynamics in Group Evacuation: Behavioral Experiment and Machine Learning Models

Identifying factors that affect human decision making and quantifying th...

0 Chantal Nguyen, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world