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ORCIDVolkan Ustun
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2020 – today
- 2024
[c26]Timothy Aris, Volkan Ustun
, Rajay Kumar:
Training Reinforcement Learning Agents to React to an Ambush for Military Simulations. FLAIRS 2024- [c25]Caleb Koresh, Volkan Ustun, Rajay Kumar, Timothy Aris:
Improving Reinforcement Learning Experiments in Unity through Waypoint Utilization. FLAIRS 2024 - [c24]Lixing Liu, Volkan Ustun, Rajay Kumar:
Leveraging Organizational Hierarchy to Simplify Reward Design in Cooperative Multi-agent Reinforcement Learning. FLAIRS 2024 - [c23]Nikolos Gurney, David V. Pynadath, Volkan Ustun:
Spontaneous Theory of Mind for Artificial Intelligence. HCI (1) 2024: 60-75 - [c22]Volkan Ustun, Ronit Jorvekar, Nikolos Gurney, David V. Pynadath, Yunzhe Wang:
Assessing Routing Decisions of Search and Rescue Teams in Service of an Artificial Social Intelligence Agent. ICAART (1) 2024: 313-320 - [i3]Nikolos Gurney, David V. Pynadath, Volkan Ustun:
Spontaneous Theory of Mind for Artificial Intelligence. CoRR abs/2402.13272 (2024) - 2023
- [c21]David V. Pynadath, Nikolos Gurney, Sarah Kenny, Rajay Kumar, Stacy C. Marsella, Haley Matuszak, Hala Mostafa, Pedro Sequeira, Volkan Ustun, Peggy Wu:
Effectiveness of Teamwork-Level Interventions through Decision-Theoretic Reasoning in a Minecraft Search-and-Rescue Task. AAMAS 2023: 2334-2336 - [c20]Timothy Aris, Volkan Ustun, Rajay Kumar:
Learning to Take Cover with Navigation-Based Waypoints via Reinforcement Learning. FLAIRS 2023 - [c19]Viswanath Chadalapaka, Volkan Ustun, Lixing Liu:
Leveraging Graph Networks to Model Environments in Reinforcement Learning. FLAIRS 2023 - 2022
- [c18]Arno Hartholt, Ed Fast, Andrew Leeds, Kevin Kim, Andrew Gordon, Kyle McCullough, Volkan Ustun, Sharon Mozgai:
Demonstrating the Rapid Integration & Development Environment (RIDE): Embodied Conversational Agent (ECA) and Multiagent Capabilities. AAMAS 2022: 1902-1904 - [c17]Timothy Aris, Volkan Ustun, Rajay Kumar:
Learning to Take Cover on Geo-Specific Terrains via Reinforcement Learning. FLAIRS 2022 - 2021
- [c16]Jincheng Zhou, Volkan Ustun:
PySigma: Towards Enhanced Grand Unification for the Sigma Cognitive Architecture. AGI 2021: 355-366 - [c15]Nikolos Gurney, Stacy Marsella, Volkan Ustun, David V. Pynadath:
Operationalizing Theories of Theory of Mind: A Survey. ToM for Teams 2021: 3-20 - [c14]Yunzhe Wang, Nikolos Gurney, Jincheng Zhou, David V. Pynadath, Volkan Ustun:
Route Optimization in Service of a Search and Rescue Artificial Social Intelligence Agent. ToM for Teams 2021: 220-228 - [c13]Lixing Liu, Nikolos Gurney, Kyle McCullough, Volkan Ustun:
Graph Neural Network Based Behavior Prediction to Support Multi-Agent Reinforcement Learning in Military Training Simulations. WSC 2021: 1-12 - [i2]Volkan Ustun, Rajay Kumar, Adam Reilly, Seyed Sajjadi, Andrew Miller:
Adaptive Synthetic Characters for Military Training. CoRR abs/2101.02185 (2021) - [i1]Volkan Ustun, Paul S. Rosenbloom, Seyed Sajjadi, Jeremy Nuttal:
Controlling Synthetic Characters in Simulations: A Case for Cognitive Architectures and Sigma. CoRR abs/2101.02231 (2021)
2010 – 2019
- 2016
- [j2]Paul S. Rosenbloom, Abram Demski, Volkan Ustun:
The Sigma Cognitive Architecture and System: Towards Functionally Elegant Grand Unification. J. Artif. Gen. Intell. 7(1): 1-103 (2016) - [c12]Paul S. Rosenbloom, Abram Demski, Volkan Ustun:
Rethinking Sigma's Graphical Architecture: An Extension to Neural Networks. AGI 2016: 84-94 - 2015
- [c11]Paul S. Rosenbloom, Jonathan Gratch, Volkan Ustun:
Towards Emotion in Sigma: From Appraisal to Attention. AGI 2015: 142-151 - [c10]Cody Kommers, Volkan Ustun, Abram Demski, Paul S. Rosenbloom:
Hierarchical Reasoning with Distributed Vector Representations. CogSci 2015 - [c9]Volkan Ustun, Paul S. Rosenbloom:
Towards Adaptive, Interactive Virtual Humans in Sigma. IVA 2015: 98-108 - [c8]Justin Garten, Kenji Sagae, Volkan Ustun, Morteza Dehghani:
Combining Distributed Vector Representations for Words. VS@HLT-NAACL 2015: 95-101 - [c7]Volkan Ustun, Paul S. Rosenbloom, Julia Kim, Lingshan Li:
Building high fidelity human behavior models in the Sigma cognitive architecture. WSC 2015: 3124-3125 - 2014
- [c6]Volkan Ustun, Paul S. Rosenbloom, Kenji Sagae, Abram Demski:
Distributed Vector Representations of Words in the Sigma Cognitive Architecture. AGI 2014: 196-207 - 2011
- [j1]Leon F. McGinnis, Edward Huang, Ky Sang Kwon, Volkan Ustun:
Ontologies and simulation: a practical approach. J. Simulation 5(3): 190-201 (2011)
2000 – 2009
- 2009
- [c5]Leon F. McGinnis, Volkan Ustun:
A Simple Example of SysML-driven Simulation. WSC 2009: 1703-1710 - 2008
- [c4]Volkan Ustun, Jeffrey S. Smith:
Mental simulation for creating realistic behavior in physical security systems simulation. WSC 2008: 879-885 - 2006
- [c3]Volkan Ustun, Levent Yilmaz, Jeffrey S. Smith:
A conceptual model for agent-based simulation of physical security systems. ACM Southeast Regional Conference 2006: 365-370 - 2005
- [c2]Volkan Ustun, Haluk Yapicioglu, Skylab R. Gupta, Abishek Ramesh, Jeffrey S. Smith:
A conceptual architecture for static features in physical security simulation. WSC 2005: 958-964 - 2004
- [c1]Baybora Aksoy, Volkan Ustun, Jeffrey S. Smith:
Localization Using Discrete Event Simulation. WSC 2004: 989-993
Coauthor Index
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