Jay B. Nash

I am an undergraduate at Connecticut College, double majoring in Computer Science and Physics. While I’m not reading science fiction novels or playing Dungeons and Dragons, I spend my time working on machine learning models and non-deterministic simulations in the Autonomous Agent Learning Lab. You can view my published work here. In my professional life, I work as a network administrator and help desk technician for the Connecticut College IT Department, where I am currently working on standing up a student-led security operations center.

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Research

My research is primarily focused on game-playing AI, concensus mechanisms, robotic gaits, and optimization algorithms. Most recently I've been investigating possible alternative policy frameworks specifically suited to dertivative-free optimization. I'm currently working on my honors thesis on playing nethack with a learned policy.

Integer Population Compression for Resource-Constrained Evolution Integer Population Compression for Resource-Constrained EvolutionGary B. Parker, Jay B. Nash, Jim O'Connor
In Review
Playing Atari Space Invaders with Sparse Cosine Optimized Policy Evolution Playing Atari Space Invaders with Sparse Cosine Optimized Policy EvolutionJim O'Connor, Jay B. Nash, Derin Gezgin, Gary B. Parker
In Review
SCOPE for Hexapod Gait Generation SCOPE for Hexapod Gait GenerationJim O'Connor, Jay B. Nash, Derin Gezgin, Gary B. Parker
Pending Publication in Proceedings of the 17th International Joint Conference on Computational Intelligence - ECTA, 2025
The Evolution of Complex Attributes in a Species of Simulated Agents The Evolution of Complex Attributes in a Species of Simulated AgentsJay B. Nash, Gary B. Parker, Jim O'Connor
IEEE Symposium on Computational Intelligence in Artificial Life and Cooperative Intelligent Systems Companion, 2025
Using Secondary Inherited Characteristics During Reproductive Choice to Replicate Allopatric Speciation Using Secondary Inherited Characteristics During Reproductive Choice to Replicate Allopatric SpeciationGary B. Parker, Jay B. Nash
Proceedings of the 16th International Joint Conference on Computational Intelligence - ECTA, 2024