| 2026 | ICAART | Simulating Speciation and Complex Trait Evolution in a Multi-Species Artificial Environment. | Jay B. Nash, Gary B. Parker, Jim O'Connor, Melanie Fernndez |
| 2026 | ICAART | Evolutionary Transfer Learning for Dragonchess. | Jim O'Connor, Annika Hoag, Sarah Goyette, Gary B. Parker |
| 2025 | IJCCI | Incremental Evolution of Fault-Tolerant Gaits in Octopod Robots. | Manan B. M. Isak, Gary B. Parker, Jim O'Connor |
| 2025 | IJCCI | Evolving Neural Controllers for Xpilot-AI Racing Using Neuroevolution of Augmenting Topologies. | Jim O'Connor, Nicholas Lorentzen, Gary B. Parker, Derin Gezgin |
| 2025 | IJCCI | SCOPE for Hexapod Gait Generation. | Jim O'Connor, Jay B. Nash, Derin Gezgin, Gary B. Parker |
| 2025 | IJCCI | Decentralized Evolution of Hexapod Gaits with Independent Leg Controllers. | Gary B. Parker, John Asaro, Jim O'Connor |
| 2025 | IJCCI | Using an Integer Condensed Population for Resource-Constrained Evolution. | Gary B. Parker, Jay B. Nash, Jim O'Connor |
| 2025 | IJCCI | Niching Agents in The Core. | Gary B. Parker, Jim O'Connor, John Asaro |
| 2024 | IJCCI | Using Secondary Inherited Characteristics During Reproductive Choice to Replicate Allopatric Speciation. | Gary B. Parker, Jay B. Nash |
| 2024 | SMC | Incremental Evolution of Three Degree-of-Freedom Arachnid Gaits. | Gary B. Parker, Manan B. M. Isak, Jim O'Connor |
| 2023 | ICAART | Coevolving Hexapod Legs to Generate Tripod Gaits. | Cameron L. Angliss, Gary B. Parker |
| 2019 | CEC | Using a Genetic Algorithm to Replicate Allopatric Speciation. | Gary B. Parker, Thomas B. Edwards |
| 2019 | IJCCI | Vision based Indoor Obstacle Avoidance using a Deep Convolutional Neural Network. | Mohammad O. Khan, Gary B. Parker |
| 2016 | IJCNN | Distributed neural network: Dynamic learning via backpropagation with hardware neurons using arduino chips. | Gary B. Parker, Mohammad O. Khan |
| 2016 | SMC | Learning live autonomous navigation: A model car with hardware arduino neurons. | Mohammad O. Khan, Gary B. Parker |
| 2012 | SMC | Automation techniques for intelligent environments. | Gary B. Parker, David T. Alpert |
| 2011 | CEC | Comparison of a greedy selection operator to tournament selection and a hill climber. | Graham Lee, John Borbone, Gary B. Parker |
| 2011 | CEC | The effects of using a greedy factor in hexapod gait learning. | Gary B. Parker, William T. Tarimo |
| 2011 | CEC | Quadruped gait learning using cyclic genetic algorithms. | Gary B. Parker, William T. Tarimo, Michael Cantor |
| 2011 | SMC | Fitness biasing for the box pushing task. | Gary B. Parker, Jim O'Connor |
| 2011 | SMC | Using Cyclic Genetic Algorithms to learn gaits for an actual quadruped robot. | Gary B. Parker, William T. Tarimo |
| 2010 | CEC | Concurrently evolving sensor morphology and control for a hexapod robot. | Gary B. Parker, Pramod J. Nathan |
| 2010 | CEC | Using evolution strategies for the real-time learning of controllers for autonomous agents in Xpilot-AI. | Gary B. Parker, Michael H. Probst |
| 2009 | CEC | Learning area coverage for a self-sufficient colony robot. | Gary B. Parker, Richard Zbeda |
| 2007 | SMC | Enhancing embodied evolution with punctuated anytime learning. | Gary B. Parker, Gregory E. Fedynyshyn |
| 2007 | SMC | Learning navigation for recharging a self-sufficient colony robot. | Gary B. Parker, Richard Zbeda |
| 2006 | CEC | Generation of Unconstrained Looping Programs for Control of Xpilot Agents. | Gary B. Parker, Timothy S. Doherty, Matt Parker |
| 2006 | CEC | Learning Control for Xpilot Agents in the Core. | Matt Parker, Gary B. Parker |
| 2006 | CEC | The Incremental Evolution of Attack Agents in Xpilot. | Gary B. Parker, Matt Parker |
| 2006 | CEC | Using a Queue Genetic Algorithm to Evolve Xpilot Control Strategies on a Distributed System. | Matt Parker, Gary B. Parker |
| 2005 | CEC | Evolution and prioritization of survival strategies for a simulated robot in Xpilot. | Gary B. Parker, Timothy S. Doherty, Matt Parker |
| 2005 | CEC | Evolving autonomous agent control in the Xpilot environment. | Gary B. Parker, Matt Parker, Steven D. Johnson |
| 2005 | GECCO | Evolution of multi-loop controllers for fixed morphology with a cyclic genetic algorithm. | Gary B. Parker, Ramona Georgescu |
| 2005 | SMC | Controlled use of a robot colony power supply. | Gary B. Parker, Richard Zbeda |
| 2004 | CEC | Punctuated anytime learning for evolving multi-agent capture strategies. | H. Joseph Blumenthal, Gary B. Parker |
| 2004 | CEC | Partial recombination for the co-evolution of model parameters. | Gary B. Parker |
| 2004 | CEC | Varying sample sizes for the co-evolution of heterogeneous agents. | Gary B. Parker, H. Joseph Blumenthal |
| 2004 | IROS | Fitness biasing to produce adaptive gaits for hexapod robots. | Gary B. Parker |
| 2004 | IROS | Competing sample sizes for the co-evolution of heterogeneous agents. | Gary B. Parker, H. Joseph Blumenthal |
| 2003 | CEC | Evolving towers in a 3-dimensional simulated environment. | Gary B. Parker, Andrey S. Anev, Dejan Duzevik |
| 2003 | CEC | Comparison of sampling sizes for the co-evolution of cooperative agents. | Gary B. Parker, H. Joseph Blumenthal |
| 2003 | IROS | Learning adaptive leg cycles using fitness biasing. | Gary B. Parker |
| 2003 | IROS | Evolving neural networks for hexapod leg controllers. | Gary B. Parker, Zhiyi Lee |
| 2002 | GECCO | Learning Area Coverage Using The Co-evolution Of Model Parameters. | Gary B. Parker |
| 2002 | IROS | Punctuated anytime learning for hexapod gait generation. | Gary B. Parker |