Search Results for author: Cleotilde Gonzalez

Found 4 papers, 2 papers with code

Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models

1 code implementation18 Aug 2023 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.

Decision Making Learning Theory

Credit Assignment: Challenges and Opportunities in Developing Human-like AI Agents

no code implementations16 Jul 2023 Thuy Ngoc Nguyen, Chase McDonald, Cleotilde Gonzalez

Temporal credit assignment is crucial for learning and skill development in natural and artificial intelligence.

Learning Theory Q-Learning

Learning to Defend by Attacking (and Vice-Versa): Transfer of Learning in Cybersecurity Games

no code implementations3 Jun 2023 Tyler 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.

Decision Making Learning Theory

SpeedyIBL: A Comprehensive, Precise, and Fast Implementation of Instance-Based Learning Theory

1 code implementation19 Nov 2021 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.

Decision Making Learning Theory

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