Search Results for author: Laura Graesser

Found 8 papers, 4 papers with code

The State of Sparse Training in Deep Reinforcement Learning

1 code implementation17 Jun 2022 Laura Graesser, Utku Evci, Erich Elsen, Pablo Samuel Castro

The use of sparse neural networks has seen rapid growth in recent years, particularly in computer vision.

reinforcement-learning Reinforcement Learning (RL)

Robotic Table Tennis with Model-Free Reinforcement Learning

no code implementations31 Mar 2020 Wenbo Gao, Laura Graesser, Krzysztof Choromanski, Xingyou Song, Nevena Lazic, Pannag Sanketi, Vikas Sindhwani, Navdeep Jaitly

We propose a model-free algorithm for learning efficient policies capable of returning table tennis balls by controlling robot joints at a rate of 100Hz.

reinforcement-learning Reinforcement Learning (RL)

Natural Language Understanding with the Quora Question Pairs Dataset

no code implementations1 Jul 2019 Lakshay Sharma, Laura Graesser, Nikita Nangia, Utku Evci

This paper explores the task Natural Language Understanding (NLU) by looking at duplicate question detection in the Quora dataset.

BIG-bench Machine Learning Natural Language Understanding

Emergent Linguistic Phenomena in Multi-Agent Communication Games

1 code implementation IJCNLP 2019 Laura Graesser, Kyunghyun Cho, Douwe Kiela

In this work, we propose a computational framework in which agents equipped with communication capabilities simultaneously play a series of referential games, where agents are trained using deep reinforcement learning.

Reinforcement Learning (RL)

Composable Unpaired Image to Image Translation

1 code implementation16 Apr 2018 Laura Graesser, Anant Gupta

There has been remarkable recent work in unpaired image-to-image translation.

Image-to-Image Translation Translation

Sentiment Classification using Images and Label Embeddings

no code implementations3 Dec 2017 Laura Graesser, Abhinav Gupta, Lakshay Sharma, Evelina Bakhturina

In this project we analysed how much semantic information images carry, and how much value image data can add to sentiment analysis of the text associated with the images.

Classification General Classification +2

Cannot find the paper you are looking for? You can Submit a new open access paper.