Jun Jin | DeepAI

AI Chat

Featured Co-authors

Zhou Yu
127 publications
Hongming Zhang
61 publications
Jun Yan
57 publications
Jun Luo
55 publications
Adam White
37 publications
Kun Chen
37 publications
Martin Jagersand
35 publications
Hengshuai Yao
27 publications
Mennatullah Siam
22 publications
A. Rupam Mahmood
22 publications
Sina Ghiassian
13 publications

∙ 12/13/2022

Transfer learning with quantile regression

Quantile regression is increasingly encountered in modern big data appli...

0 Jun Jin, et al. ∙

∙ 12/06/2022

Variable-Decision Frequency Option Critic

In classic reinforcement learning algorithms, agents make decisions at d...

13 Amirmohammad Karimi, et al. ∙

∙ 11/28/2022

CWD: A Machine Learning based Approach to Detect Unknown Cloud Workloads

Workloads in modern cloud data centers are becoming increasingly complex...

0 Mohammad Hossain, et al. ∙

∙ 11/13/2022

Build generally reusable agent-environment interaction models

This paper tackles the problem of how to pre-train a model and make it g...

0 Jun Jin, et al. ∙

∙ 10/25/2022

Auxiliary task discovery through generate-and-test

In this paper, we explore an approach to auxiliary task discovery in rei...

0 Banafsheh Rafiee, et al. ∙

∙ 04/01/2022

What makes useful auxiliary tasks in reinforcement learning: investigating the effect of the target policy

Auxiliary tasks have been argued to be useful for representation learnin...

0 Banafsheh Rafiee, et al. ∙

∙ 02/28/2022

Generalizable task representation learning from human demonstration videos: a geometric approach

We study the problem of generalizable task learning from human demonstra...

0 Jun Jin, et al. ∙

∙ 04/08/2021

A Quantitative Analysis of Activities of Daily Living: Insights into Improving Functional Independence with Assistive Robotics

Human assistive robotics have the potential to help the elderly and indi...

0 Laura Petrich, et al. ∙

∙ 01/07/2021

Assistive arm and hand manipulation: How does current research intersect with actual healthcare needs?

Human assistive robotics have the potential to help the elderly and indi...

0 Laura Petrich, et al. ∙

∙ 03/05/2020

A Geometric Perspective on Visual Imitation Learning

We consider the problem of visual imitation learning without human super...

0 Jun Jin, et al. ∙

∙ 11/28/2019

Distributed estimation of principal support vector machines for sufficient dimension reduction

The principal support vector machines method (Li et al., 2011) is a powe...

0 Jun Jin, et al. ∙

∙ 11/08/2019

Mapless Navigation among Dynamics with Social-safety-awareness: a reinforcement learning approach from 2D laser scans

We propose a method to tackle the problem of mapless collision-avoidance...

0 Jun Jin, et al. ∙

∙ 11/08/2019

Visual Geometric Skill Inference by Watching Human Demonstration

We study the problem of learning manipulation skills from human demonstr...

0 Jun Jin, et al. ∙

∙ 03/21/2019

Long range teleoperation for fine manipulation tasks under time-delay network conditions

We present a coarse-to-fine approach based semi-autonomous teleoperation...

0 Jun Jin, et al. ∙

∙ 03/02/2019

Evaluation of state representation methods in robot hand-eye coordination learning from demonstration

We evaluate different state representation methods in robot hand-eye coo...

0 Jun Jin, et al. ∙

∙ 09/29/2018

Robot eye-hand coordination learning by watching human demonstrations: a task function approximation approach

We present a robot eye-hand coordination learning method that can direct...

0 Jun Jin, et al. ∙

∙ 09/24/2018

Online Tool and Task learning via Human Robot Interaction

This work describes the development of a robotic system that acquires kn...

0 Masood Dehghan, et al. ∙

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