8 citations · 17 across the 6 of their papers we have counts for
4 papers · 1 filter
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…