Juan Rojas

Orcid: 0000-0002-6552-4572

Affiliations:
  • Chinese University of Hong Kong, Hong Kong
  • Guangdong University of Technology, China (former)


According to our database1, Juan Rojas authored at least 51 papers between 2011 and 2022.

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

Timeline

Legend:

Book 
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PhD thesis 
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Links

Online presence:

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Bibliography

2022
Learning to Pick by Digging: Data-Driven Dig-Grasping for Bin Picking from Clutter.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Learning to Rock-and-Walk: Dynamic, Non-Prehensile, and Underactuated Object Locomotion Through Reinforcement Learning.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Planning with Q-Values in Sparse Reward Reinforcement Learning.
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022

2021
Towards Safe Control of Continuum Manipulator Using Shielded Multiagent Reinforcement Learning.
IEEE Robotics Autom. Lett., 2021

Hyperparameter Auto-Tuning in Self-Supervised Robotic Learning.
IEEE Robotics Autom. Lett., 2021

Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation Through Grounded Anomaly Classification and Recovery Policies.
J. Intell. Robotic Syst., 2021

Error Identification and Recovery in Robotic Snap Assembly.
Proceedings of the IEEE/SICE International Symposium on System Integration, 2021

Visual-Semantic Graph Attention Networks for Human-Object Interaction Detection.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Leveraging Expert Demonstrations in Robot Cooperation with Multi-Agent Reinforcement Learning.
Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

2020
Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning.
IEEE Robotics Autom. Lett., 2020

Pose-based Modular Network for Human-Object Interaction Detection.
CoRR, 2020

GAST-Net: Graph Attention Spatio-temporal Convolutional Networks for 3D Human Pose Estimation in Video.
CoRR, 2020

Visual-Semantic Graph Attention Network for Human-Object Interaction Detection.
CoRR, 2020

2019
Towards More Sample Efficiency in Reinforcement Learning with Data Augmentation.
CoRR, 2019

Invariant Transform Experience Replay.
CoRR, 2019

Dynamic Interaction Probabilistic Movement Primitives.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

2018
Optimizing the Motion for Robotic Snap Assembly Using FEM.
J. Robotics Netw. Artif. Life, 2018

Dynamic Robot Motion Prediction Updates in Physical Human-Robot Interactive Tasks.
CoRR, 2018

Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies.
CoRR, 2018

Plastic Waste is Exponentially Filling our Oceans, but where are the Robots?
CoRR, 2018

Multimodal Sparse Representation for Anomaly Classification in A Robot Introspection System.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

Recovering from External Disturbances in Online Manipulation through State-Dependent Revertive Recovery Policies.
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

Fast, robust, and versatile event detection through HMM belief state gradient measures.
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

Collaborative Human-Robot Motion Generation Using LSTM-RNN.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

2017
Robust and Versatile Event Detection through Gradient-Based Scoring of HMM Models.
CoRR, 2017

Learning Human-Robot Collaboration Insights through the Integration of Muscle Activity in Interaction Motion Models.
CoRR, 2017

Anytime, Anywhere Anomaly Recovery through an Online Robot Introspection Framework.
CoRR, 2017

Robot Introspection with Bayesian Nonparametric Vector Autoregressive Hidden Markov Models.
CoRR, 2017

A 3D object detection and pose estimation pipeline using RGB-D images.
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

Efficient pole detection and grasping for autonomous biped climbing robots.
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

A vision-based scheme for kinematic model construction of re-configurable modular robots.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Online robot introspection via wrench-based action grammars.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Robot introspection with Bayesian nonparametric vector autoregressive hidden Markov models.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

Learning human-robot collaboration insights through the integration of muscle activity in interaction motion models.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

2016
Robot Introspection via Wrench-based Action Grammars.
CoRR, 2016

Robot Contact Task State Estimation via Action Grammars.
CoRR, 2016

Proposal of a shape adaptive gripper for robotic assembly tasks.
Adv. Robotics, 2016

Robot contact task state estimation via position-based action grammars.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

2015
A steering wheel manipulation scheme by an anthropomorphic humanoid robot in a constrained vehicle environment.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

2014
Strategies, controllers, and coordination: Bi-manual snap assembly automation.
Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014

A swarm framework for teaching elementary addition operations.
Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014

Early failure characterization of cantilever snap assemblies using the PA-RCBHT.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Contextualized early failure characterization of cantilever snap assemblies.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

2013
Towards snap sensing.
Int. J. Mechatronics Autom., 2013

2012
Analysis of autonomous cooperative assembly using coordination schemes by heterogeneous robots using a control basis approach.
Auton. Robots, 2012

Gradient calibration for the RCBHT cantilever snap verification system.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

A relative-change-based hierarchical taxonomy for cantilever-snap assembly verification.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Probabilistic state verification for snap assemblies using the relative-change-based hierarchical taxonomy.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

2011
Automating short-term insertion of parts for heterogeneous robots using a control basis approach.
Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

Assessment of a proprietary online smart-family-matching tool to reunite lost families.
Proceedings of the AFRICON 2011, 2011


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