Peter Wurman inducted into Nat’l Inventors Hall of Fame
SRG alum Pete Wurman (PhD '99) is part of a distinguished group inducted in the Inventors Hall of Fame this year.
See announcement here.
Iterated Deep Reinforcement Learning in Games: History-Aware Training for Improved Stability
M Wright, Y Wang, and MP Wellman
Proceedings of the 20th ACM Conference on Economics and Computation, pages 617-636, June 2019.
Abstract
Deep reinforcement learning (RL) is a powerful method for generating policies in complex environments,…
Deception in Finitely Repeated Security Games
TH Nguyen, Y Wang, A Sinha, and MP Wellman
33rd AAAI Conference on Artificial Intelligence, Jan/Feb 2019.
Abstract
Allocating resources to defend targets from attack is often complicated by uncertainty about the attacker’s capabilities,…
A Learning and Masking Approach to Secure Learning
L Nguyen, S Wang, and A Sinha
Ninth Conference on Decision and Game Theory for Security, October 2018.
Abstract
Deep Neural Networks (DNNs) have been shown to be vulnerable against adversarial examples, which are data points cleverly constructed…
Bounding regret in empirical games
S Jecmen, A Sinha, Z Li, L Tran-Thanh
34th AAAI Conference on Artificial Intelligence (AAAI), 2020.
Abstract
Empirical game-theoretic analysis refers to a set of models and techniques for solving large-scale games. However, there is a lack…
Chris Kiekintveld promoted to Assoc Prof w/ Tenure at UTEP
SRG alum Chris Kiekintveld has now been officially promoted to Associate Professor of Computer Science, with Tenure, at the University of Texas El Paso.
Congratulations, Chris!