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Ufuk Topcu

University of Texas at Austin, Department of Aerospace Engineering and Engineering Mechanics, TX, USA

26 papers at tracked venues · 10 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-0819-9985 ↗Google Scholar ↗Homepage ↗

Venues

AAMAS ×4NeurIPS ×4ICLR ×3IROS ×3ECAI ×2ICML ×2ICRA ×2ICWSM ×2MLSys ×2AAAI ×1IJCAI ×1

Frequent coauthors

Tyler Ingebrand
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Shenghui Chen
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Yunhao Yang
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Abhishek Ninad Kulkarni
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Cevahir Köprülü
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Po-han Li
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Kushagra Gupta
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Neel P. Bhatt
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Eline M. Bovy
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Maulik Bhatt
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Arash Amini
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Maris F. L. Galesloot
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Papers

  1. CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features
    ICLR 2025 ·
    Po-han Li
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  2. Cooperative Bargaining Games Without Utilities: Mediated Solutions from Direction Oracles
    NeurIPS 2025 ·
    Kushagra Gupta
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  3. Dynamic Coalition Structure Detection in Natural-Language-based Interactions
    AAMAS 2025 ·
    Abhishek Ninad Kulkarni
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  4. Function Encoders: A Principled Approach to Transfer Learning in Hilbert Spaces
    ICML 2025 ·
    Tyler Ingebrand
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  5. Human-Agent Coordination in Games under Incomplete Information via Multi-Step Intent
    AAMAS 2025 ·
    Shenghui Chen
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  6. Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework
    MLSys 2025 ·
    Neel P. Bhatt
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  7. Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial Observability
    NeurIPS 2025 ·
    Eline M. Bovy
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  8. MultiNash-PF: A Particle Filtering Approach for Computing Multiple Local Generalized Nash Equilibria in Trajectory Games
    IROS 2025 ·
    Maulik Bhatt
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  9. Neural Stochastic Differential Equations for Uncertainty-Aware Offline RL
    ICLR 2025 ·
    Cevahir Köprülü
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  10. News Source Credibility Assessment: A Reddit Case Study
    ICWSM 2025 ·
    Arash Amini
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  11. Pessimistic Iterative Planning with RNNs for Robust POMDPs
    ECAI 2025 ·
    Maris F. L. Galesloot
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  12. Policies with Sparse Inter-Agent Dependencies in Dynamic Games: A Dynamic Programming Approach
    AAMAS 2025 ·
    Xinjie Liu
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  13. Safety-Prioritizing Curricula for Constrained Reinforcement Learning
    ICLR 2025 ·
    Cevahir Köprülü
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  14. Sequential Decision Making in Stochastic Games with Incomplete Preferences over Temporal Objectives
    AAAI 2025 ·
    Abhishek Ninad Kulkarni
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  15. Susceptibility of Communities Against Low-Credibility Content in Social News Websites
    ICWSM 2025 ·
    Yigit Ege Bayiz
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  16. Uncertainty-Guided Enhancement on Driving Perception System Via Foundation Models
    ICRA 2025 ·
    Yunhao Yang
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  17. VIBE: Annotation-Free Video-to-Text Information Bottleneck Evaluation for TL;DR
    NeurIPS 2025 ·
    Shenghui Chen
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  18. A Multifidelity Sim-to-Real Pipeline for Verifiable and Compositional Reinforcement Learning
    ICRA 2024 ·
    Cyrus Neary
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  19. Fine-Tuning Language Models Using Formal Methods Feedback: A Use Case in Autonomous Systems
    MLSys 2024 ·
    Yunhao Yang
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  20. Human-Agent Cooperation in Games under Incomplete Information through Natural Language Communication
    IJCAI 2024 ·
    Shenghui Chen
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  21. MM3DGS SLAM: Multi-modal 3D Gaussian Splatting for SLAM Using Vision, Depth, and Inertial Measurements
    IROS 2024 ·
    Lisong C. Sun
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  22. Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception
    AAMAS 2024 ·
    Yunhao Yang
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  23. Reduce, Reuse, Recycle: Categories for Compositional Reinforcement Learning
    ECAI 2024 ·
    Georgios Bakirtzis
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  24. Scalable Networked Feature Selection with Randomized Algorithm for Robot Navigation
    IROS 2024 ·
    Vivek Pandey
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  25. Zero-Shot Reinforcement Learning via Function Encoders
    ICML 2024 ·
    Tyler Ingebrand
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  26. Zero-Shot Transfer of Neural ODEs
    NeurIPS 2024 ·
    Tyler Ingebrand
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