8 citations · 17 across the 6 of their papers we have counts for
7 papers
Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models
Thuy Ngoc Nguyen, Duy Nhat Phan, Cleotilde Gonzalez
Developing effective Multi-Agent Systems (MAS) is critical for many applications requiring collaboration and coordination with humans. Despite the rapid advance of Multi-Agent Deep…
Credit Assignment: Challenges and Opportunities in Developing Human-like AI Agents
Thuy Ngoc Nguyen, Chase McDonald, Cleotilde Gonzalez
Temporal credit assignment is crucial for learning and skill development in natural and artificial intelligence. While computational methods like the TD approach in reinforcement l…
Learning to Defend by Attacking (and Vice-Versa): Transfer of Learning in Cybersecurity Games
Tailia Malloy, Cleotilde Gonzalez
Designing cyber defense systems to account for cognitive biases in human decision making has demonstrated significant success in improving performance against human attackers. Howe…
Learning About Simulated Adversaries from Human Defenders using Interactive Cyber-Defense Games
Baptiste Prebot, Yinuo Du, Cleotilde Gonzalez
Given the increase in cybercrime, cybersecurity analysts (i.e. Defenders) are in high demand. Defenders must monitor an organization's network to evaluate threats and potential bre…
SpeedyIBL: A Comprehensive, Precise, and Fast Implementation of Instance-Based Learning Theory
Thuy Ngoc Nguyen, Duy Nhat Phan, Cleotilde Gonzalez
Instance-Based Learning Theory (IBLT) is a comprehensive account of how humans make decisions from experience during dynamic tasks. Since it was first proposed almost two decades a…
Decoys in Cybersecurity: An Exploratory Study to Test the Effectiveness of 2-sided Deception
Palvi Aggarwal, Yinuo Du, Kuldeep Singh +1
One of the widely used cyber deception techniques is decoying, where defenders create fictitious machines (i.e., honeypots) to lure attackers. Honeypots are deployed to entice atta…
Selfish Algorithm and Emergence of Collective Intelligence
Korosh Mahmoodi, Bruce J. West, Cleotilde Gonzalez
We propose a model for demonstrating spontaneous emergence of collective intelligent behavior from selfish individual agents. Agents' behavior is modeled using our proposed selfish…