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Soha Pouya

10 papers hereh-index 14901 citations39 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7
  • last author2

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.RO9
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedIsaac Lab: A GPU-Accelerated Simulation Framework for Multi-Modal Robot Learning

3 citations · 5 across the 10 of their papers we have counts for

collaborators
Showing 2026Show all

4 papers · 1 filter

cs.RO2026

Hydra-0: Action Flow for Generalist World Modeling and Control

Hongyu Li, Bowen Wen, Xinghao Zhu +8

We introduce Hydra-0, a generalist world model conditioned on action flow, which represents robot actions as pixel motion. This shared visual interface enables generalist world mod…

cs.RO2026

Learning Dexterous Manipulation Using Contact Wrench Guidance From Human Demonstration

Xinghao Zhu, Zixi Liu, Shalin Jain +18

Dexterous robot manipulation can benefit from the abundance of human demonstrations, but transferring such demonstrations to robot policies remains challenging. We present Contact…

cs.CV2026

Cosmos 3: Omnimodal World Models for Physical AI

NVIDIA, :, Aditi +293

We introduce Cosmos 3, a family of omnimodal world models designed to jointly process and generate language, image, video, audio, and action sequences within a unified mixture-of-t…

cs.RO2026

AGILE: A Comprehensive Workflow for Humanoid Loco-Manipulation Learning

Huihua Zhao, Rafael Cathomen, Lionel Gulich +6

Recent advances in reinforcement learning (RL) have enabled impressive humanoid behaviors in simulation, yet transferring these results to new robots remains challenging. In many r…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.