Stefanie Tellex

Orcid: 0000-0002-2905-4075

According to our database1, Stefanie Tellex authored at least 110 papers between 2002 and 2024.

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Bibliography

2024
Verifiably Following Complex Robot Instructions with Foundation Models.
CoRR, 2024

2023
Plug in the Safety Chip: Enforcing Constraints for LLM-driven Robot Agents.
CoRR, 2023

A System for Generalized 3D Multi-Object Search.
CoRR, 2023

Lang2LTL: Translating Natural Language Commands to Temporal Robot Task Specification.
CoRR, 2023

Language-Conditioned Observation Models for Visual Object Search.
IROS, 2023


Improved Inference of Human Intent by Combining Plan Recognition and Language Feedback.
IROS, 2023

ASystem for Generalized 3D Multi-Object Search.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents.
Proceedings of the International Conference on Machine Learning, 2023

Synthesizing Navigation Abstractions for Planning with Portable Manipulation Skills.
Proceedings of the Conference on Robot Learning, 2023

Grounding Complex Natural Language Commands for Temporal Tasks in Unseen Environments.
Proceedings of the Conference on Robot Learning, 2023

2022
Spoken language interaction with robots: Recommendations for future research.
Comput. Speech Lang., 2022

Planning with Large Language Models via Corrective Re-prompting.
CoRR, 2022

RLang: A Declarative Language for Expression Prior Knowledge for Reinforcement Learning.
CoRR, 2022

Skill Transfer for Temporally-Extended Task Specifications.
CoRR, 2022

Hierarchical planning with state abstractions for temporal task specifications.
Auton. Robots, 2022

Affordance-based robot object retrieval.
Auton. Robots, 2022

Towards Optimal Correlational Object Search.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Generalizing to New Domains by Mapping Natural Language to Lifted LTL.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Using Language to Generate State Abstractions for Long-Range Planning in Outdoor Environments.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Where were my keys? - Aggregating Spatial-Temporal Instances of Objects for Efficient Retrieval over Long Periods of Time.
CoRR, 2021

Value-Based Reinforcement Learning for Continuous Control Robotic Manipulation in Multi-Task Sparse Reward Settings.
CoRR, 2021

Dialogue Object Search.
CoRR, 2021

Spatial Language Understanding for Object Search in Partially Observed City-scale Environments.
Proceedings of the 30th IEEE International Conference on Robot & Human Interactive Communication, 2021

Multi-Resolution POMDP Planning for Multi-Object Search in 3D.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Learning to Detect Multi-Modal Grasps for Dexterous Grasping in Dense Clutter.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Bootstrapping Motor Skill Learning with Motion Planning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Learning Collaborative Pushing and Grasping Policies in Dense Clutter.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Improving Remote Environment Visualization through 360 6DoF Multi-sensor Fusion for VR Telerobotics.
Proceedings of the Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction, 2021

2020
Spatial Language Understanding for Object Search in Partially Observed Cityscale Environments.
CoRR, 2020

Task Scoping: Building Goal-Specific Abstractions for Planning in Complex Domains.
CoRR, 2020

Generating Handwriting via Decouple Style Descriptors.
CoRR, 2020

Steps Towards Best Practices For Robot Videos.
CoRR, 2020

pomdp_py: A Framework to Build and Solve POMDP Problems.
CoRR, 2020

RoboMem: Giving Long Term Memory to Robots.
CoRR, 2020

Robots That Use Language.
Annu. Rev. Control. Robotics Auton. Syst., 2020

Grounding Language to Non-Markovian Tasks with No Supervision of Task Specifications.
Proceedings of the Robotics: Science and Systems XVI, 2020

Robot Object Retrieval with Contextual Natural Language Queries.
Proceedings of the Robotics: Science and Systems XVI, 2020

Simultaneously Learning Transferable Symbols and Language Groundings from Perceptual Data for Instruction Following.
Proceedings of the Robotics: Science and Systems XVI, 2020

Mixed Reality as a Bidirectional Communication Interface for Human-Robot Interaction.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Building Plannable Representations with Mixed Reality.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Grounding Language to Landmarks in Arbitrary Outdoor Environments.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Generating Handwriting via Decoupled Style Descriptors.
Proceedings of the Computer Vision - ECCV 2020, 2020

Task Scoping for Efficient Planning in Open Worlds (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Communicating and controlling robot arm motion intent through mixed-reality head-mounted displays.
Int. J. Robotics Res., 2019

Learning Deep Parameterized Skills from Demonstration for Re-targetable Visuomotor Control.
CoRR, 2019

Grounding natural language instructions to semantic goal representations for abstraction and generalization.
Auton. Robots, 2019

Planning with State Abstractions for Non-Markovian Task Specifications.
Proceedings of the Robotics: Science and Systems XV, 2019

Advanced Autonomy on a Low-Cost Educational Drone Platform.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Grounding Language Attributes to Objects using Bayesian Eigenobjects.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Multi-Object Search using Object-Oriented POMDPs.
Proceedings of the International Conference on Robotics and Automation, 2019

Teaching Robots To Draw.
Proceedings of the International Conference on Robotics and Automation, 2019

Flight, Camera, Action! Using Natural Language and Mixed Reality to Control a Drone.
Proceedings of the International Conference on Robotics and Automation, 2019

End-User Robot Programming Using Mixed Reality.
Proceedings of the International Conference on Robotics and Automation, 2019

Scanning the Internet for ROS: A View of Security in Robotics Research.
Proceedings of the International Conference on Robotics and Automation, 2019

Learning to Generalize Kinematic Models to Novel Objects.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

2018
Estimation for Quadrotors.
CoRR, 2018

Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications.
Proceedings of the Robotics: Science and Systems XIV, 2018

ROS Reality: A Virtual Reality Framework Using Consumer-Grade Hardware for ROS-Enabled Robots.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Learning to Parse Natural Language to Grounded Reward Functions with Weak Supervision.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Deep Abstract Q-Networks.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands.
CoRR, 2017

Implementing the Deep Q-Network.
CoRR, 2017

Advantages and Limitations of using Successor Features for Transfer in Reinforcement Learning.
CoRR, 2017

Time-Lapse Light Field Photography for Perceiving Non-Lambertian Scenes.
Proceedings of the Robotics: Science and Systems XIII, 2017

Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities.
Proceedings of the Robotics: Science and Systems XIII, 2017

Comparing Robot Grasping Teleoperation Across Desktop and Virtual Reality with ROS Reality.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

Communicating Robot Arm Motion Intent Through Mixed Reality Head-Mounted Displays.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

Reducing errors in object-fetching interactions through social feedback.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Planning with Abstract Markov Decision Processes.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

A Tale of Two DRAGGNs: A Hybrid Approach for Interpreting Action-Oriented and Goal-Oriented Instructions.
Proceedings of the First Workshop on Language Grounding for Robotics, 2017

2016
Interpreting multimodal referring expressions in real time.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
A Situationally Aware Voice-commandable Robotic Forklift Working Alongside People in Unstructured Outdoor Environments.
J. Field Robotics, 2015

Recovering from failure by asking for help.
Auton. Robots, 2015

Grounding English Commands to Reward Functions.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Autonomously Acquiring Instance-Based Object Models from Experience.
Proceedings of the Robotics Research, 2015

Learning to pick up objects through active exploration.
Proceedings of the 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2015

Goal-Based Action Priors.
Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

Robotic Social Feedback for Object Specification.
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

Learning Propositional Functions for Planning and Reinforcement Learning.
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

Minecraft as an Experimental World for AI in Robotics.
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015

2014
Learning perceptually grounded word meanings from unaligned parallel data.
Mach. Learn., 2014

A framework for learning semantic maps from grounded natural language descriptions.
Int. J. Robotics Res., 2014

Asking for Help Using Inverse Semantics.
Proceedings of the Robotics: Science and Systems X, 2014

A natural language planner interface for mobile manipulators.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Learning spatial-semantic representations from natural language descriptions and scene classifications.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Affordances as Transferable Knowledge for Planning Agents.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013
A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning.
Found. Trends Mach. Learn., 2013

Learning Semantic Maps from Natural Language Descriptions.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

Single assembly robot in search of human partner: versatile grounded language generation.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2013

2012
Reports of the AAAI 2012 Conference Workshops.
AI Mag., 2012

Toward Information Theoretic Human-Robot Dialog.
Proceedings of the Robotics: Science and Systems VIII, 2012

Interpreting and Executing Recipes with a Cooking Robot.
Proceedings of the Experimental Robotics, 2012

2011
Approaching the Symbol Grounding Problem with Probabilistic Graphical Models.
AI Mag., 2011

Understanding Natural Language Commands for Robotic Navigation and Mobile Manipulation.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Grounding Verbs of Motion in Natural Language Commands to Robots.
Proceedings of the Experimental Robotics, 2010

Natural language command of an autonomous micro-air vehicle.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Grounding spatial language for video search.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Toward understanding natural language directions.
Proceedings of the 5th ACM/IEEE International Conference on Human Robot Interaction, 2010

A Discriminative Model for Understanding Natural Language Route Directions.
Proceedings of the Dialog with Robots, 2010

2009
Grounding spatial prepositions for video search.
Proceedings of the 11th International Conference on Multimodal Interfaces, 2009

Towards surveillance video search by natural language query.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Object schemas for grounding language in a responsive robot.
Connect. Sci., 2008

Object schemas for responsive robotic language use.
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction, 2008

2007
Grounding Language in Spatial Routines.
Proceedings of the Control Mechanisms for Spatial Knowledge Processing in Cognitive / Intelligent Systems, 2007

2006
Spatial routines for a simulated speech-controlled vehicle.
Proceedings of the 1st ACM SIGCHI/SIGART Conference on Human-Robot Interaction, 2006


2004
An Audio-Based Personal Memory Aid.
Proceedings of the UbiComp 2004: Ubiquitous Computing: 6th International Conference, 2004

2003
Quantitative evaluation of passage retrieval algorithms for question answering.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

2002
Extracting Answers from the Web Using Data Annotation and Knowledge Mining Techniques.
Proceedings of The Eleventh Text REtrieval Conference, 2002


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