Julian Ibarz

Orcid: 0000-0002-9920-6978

According to our database1, Julian Ibarz authored at least 35 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions.
CoRR, 2023

Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators.
CoRR, 2023



Token Turing Machines.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


2022
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.
CoRR, 2022


2021
Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones.
IEEE Robotics Autom. Lett., 2021

How to train your robot with deep reinforcement learning: lessons we have learned.
Int. J. Robotics Res., 2021

MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance.
CoRR, 2021

How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned.
CoRR, 2021

Visionary: Vision architecture discovery for robot learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
Thinking While Moving: Deep Reinforcement Learning with Concurrent Control.
Proceedings of the 8th International Conference on Learning Representations, 2020

RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Off-Policy Evaluation via Off-Policy Classification.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Diversity is All You Need: Learning Skills without a Reward Function.
Proceedings of the 7th International Conference on Learning Representations, 2019

Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Learning hand-eye coordination for robotic grasping with deep learning and large-scale data collection.
Int. J. Robotics Res., 2018

QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation.
CoRR, 2018

Guided Attention for Large Scale Scene Text Verification.
CoRR, 2018

Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Leave no Trace: Learning to Reset for Safe and Autonomous Reinforcement Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018

Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

Large Scale Scene Text Verification with Guided Attention.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Discrete Sequential Prediction of Continuous Actions for Deep RL.
CoRR, 2017

In-Datacenter Performance Analysis of a Tensor Processing Unit.
CoRR, 2017


Attention-Based Extraction of Structured Information from Street View Imagery.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

End-to-End Learning of Semantic Grasping.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2016
End-to-End Interpretation of the French Street Name Signs Dataset.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Large Scale Business Discovery from Street Level Imagery.
CoRR, 2015

2014
Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks.
Proceedings of the 2nd International Conference on Learning Representations, 2014

2011
Esophagus Silhouette Extraction and Reconstruction From Fluoroscopic Views for Cardiac Ablation Procedure Guidance.
IEEE Trans. Inf. Technol. Biomed., 2011


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