2025
The First International Maritime Capture the Flag Competition: Lessons Learned and Future Directions - The Association for the Advancement of Artificial Intelligence Multi-Agent AI in the Real World Workshop (AAAI MARW) - https://openreview.net/forum?id=4xlDyyY19L
2024
Novelty Accommodating Multi-Agent Planning in High Fidelity Simulated Open World - European Conference on Artificial Intelligence Prestigious Applications of Intelligent Systems (ECAI PAIS) - https://dx.doi.org/10.3233/FAIA241055
Self-adaptive Mission Planning using High-Fidelity Open World Simulation - International Conference on Automated Planning and Scheduling (ICAPS) - https://openreview.net/forum?id=PJzlAcRO72
Current Challenges of QML: A Study on Celestial Object Classification Using Real IBM Quantum Computers - SPIE Photonics Europe Quantum Technologies - https://doi.org/10.1117/12.3011171
Maritime Capture the Flag Competition - The same agent placed 4th in both game rules - https://sites.google.com/view/mctf2024/home
2023
Mastering Stochastic Partially Observable Asymmetrical Multi-Agent Game with Rolling Horizon Evolution Algorithm - Genetic and Evolutionary Computation Conference (GECCO) - https://dl.acm.org/doi/10.1145/3583133.3590722
Quantum Enhancements for AlphaZero - Genetic and Evolutionary Computation Conference Quantum Optimization Workshop (GECCO QuantOpt) - https://dl.acm.org/doi/10.1145/3583133.3596302
Novelty Accommodating Multi-Agent Planning in High Fidelity Simulated Open World - International Conference on Autonomous Agents and Multiagent Systems Multiagent Sequential Decision Making under Uncertainty Workshop (AAMAS MSDM) - https://link.springer.com/chapter/10.1007/978-3-031-56255-6_11
Top Gun: Cooperative Multi-Agent Planning - Association for the Advancement of Artificial Intelligence Multi-Agent Path Finding Workshop (AAAI MAPF) - http://idm-lab.org/wiki/AAAI23-MAPF/index.php/Main/HomePage?action=download&upname=Paper_4.pdf
Network Traffic Data Collection for Machine Learning Analysis - International Society for Optics and Photonics (SPIE) - https://doi.org/10.1117/12.2664375
2022
Neural Symbolic AI for POMDP Games - IEEE Conference on Computer Science and Data Engineering (IEEE CSDE) - https://ieeexplore.ieee.org/document/10089273
Characterizing Novelty in the Military Domain - International Command and Control Insitute (ICCRTS) - https://arxiv.org/abs/2302.12314
Making Sense of Raster Chart: A Computer Vision Approach - International Society for Optics and Photonics (SPIE) - https://doi.org/10.1117/12.2618910
2021
Multi-Agent Reinforcement Learning Algorithm Performance in Unfamiliar Domains - Alan Turing Institute Data Study Group (DSG) - https://doi.org/10.5281/zenodo.5121558
2020
Evaluating Reinforcement Learning Algorithms For Evolving Military Games - Association for the Advancement of Artificial Intelligence Spring Symposium Series (AAAI SSS) - http://ceur-ws.org/Vol-2819/session3paper2.pdf
Enabling and Managing Data Provenance in a Command and Control Environment - International Command and Control Institute (ICCRTS) - http://internationalc2institute.org/2020-c2-in-the-information-age