Peng Xu

Orcid: 0009-0001-8238-4399

Affiliations:
  • Google DeepMind, Department of Robotics


According to our database1, Peng Xu authored at least 31 papers between 2019 and 2025.

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Bibliography

2025
Principles and Guidelines for Evaluating Social Robot Navigation Algorithms.
ACM Trans. Hum. Robot Interact., June, 2025

Vision Language Models are In-Context Value Learners.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Vision Language Models are In-Context Value Learners.
CoRR, 2024

Achieving Human Level Competitive Robot Table Tennis.
CoRR, 2024

Learning to Learn Faster from Human Feedback with Language Model Predictive Control.
CoRR, 2024

AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents.
CoRR, 2024



Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration.
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Proceedings of the IEEE International Conference on Robotics and Automation, 2024

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs.
Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

RT-Sketch: Goal-Conditioned Imitation Learning from Hand-Drawn Sketches.
Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

2023
Robotic Table Tennis: A Case Study into a High Speed Learning System.
CoRR, 2023

Principles and Guidelines for Evaluating Social Robot Navigation Algorithms.
CoRR, 2023



Code as Policies: Language Model Programs for Embodied Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023


Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners.
Proceedings of the Conference on Robot Learning, 2023


2022
Bandits for Online Calibration: An Application to Content Moderation on Social Media Platforms.
CoRR, 2022

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

Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation.
Proceedings of the Conference on Robot Learning, 2022


2021
Visual-Locomotion: Learning to Walk on Complex Terrains with Vision.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020
Zero-Shot Terrain Generalization for Visual Locomotion Policies.
CoRR, 2020

Learning to Walk in the Real World with Minimal Human Effort.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
SPIN: A High Speed, High Resolution Vision Dataset for Tracking and Action Recognition in Ping Pong.
CoRR, 2019


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