Ufuk Topcu

University of Texas at Austin ,

10 papers in the IJCAI proceedings

IJCAI 2024

Human-Agent Cooperation in Games under Incomplete Information through Natural Language Communication

with Shenghui Chen, Daniel Fried

doi:10.24963/ijcai.2024/867

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IJCAI 2022

Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs

with Franck Djeumou, Cyrus Neary, Eric Goubault, Sylvie Putot

doi:10.24963/ijcai.2022/405

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IJCAI 2020

Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization

with Marnix Suilen, Nils Jansen, Murat Cubuktepe

doi:10.24963/ijcai.2020/569

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Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints

with Steven Carr, Nils Jansen

doi:10.24963/ijcai.2020/570

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IJCAI 2019

Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks

with Steven Carr, Nils Jansen, Ralf Wimmer, Alexandru Serban, Bernd Becker

doi:10.24963/ijcai.2019/768

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Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes

with Mahsa Ghasemi

doi:10.24963/ijcai.2019/329

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Transfer of Temporal Logic Formulas in Reinforcement Learning

with Zhe Xu

doi:10.24963/ijcai.2019/557

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IJCAI 2017

Learning from Demonstrations with High-Level Side Information

with Min Wen, Ivan Papusha

doi:10.24963/ijcai.2017/426

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Reduction Techniques for Model Checking and Learning in MDPs

with Suda Bharadwaj, Stephane Le Roux, Guillermo Perez

doi:10.24963/ijcai.2017/597

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IJCAI 2016

Probably Approximately Correct Learning in Stochastic Games with Temporal Logic Specifications

with Min Wen

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