Rajay Kumar

According to our database, Rajay Kumar authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Abstracting Geo-specific Terrains to Scale Up Reinforcement Learning.

Volkan Ustun, Soham Hans, Rajay Kumar, Yunzhe Wang

CoRR, March, 2025

2024

Leveraging Organizational Hierarchy to Simplify Reward Design in Cooperative Multi-agent Reinforcement Learning.

Lixing Liu, Volkan Ustun, Rajay Kumar

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

Improving Reinforcement Learning Experiments in Unity through Waypoint Utilization.

Caleb Koresh, Volkan Ustun, Rajay Kumar, Timothy Aris

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

Training Reinforcement Learning Agents to React to an Ambush for Military Simulations.

Timothy Aris, Volkan Ustun, Rajay Kumar

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

2023

Improving Teamwork through a Decision-Theoretic Coach in a Minecraft Search-and-Rescue Game.

David V. Pynadath, Nikolas Gurney, Sarah Kenny, Rajay Kumar, Stacy Marsella, Haley Matuszak, Hala Mostafa, Pedro Sequeira, Volkan Ustun, Peggy Wu

Proceedings of the Proceeding of the 31st International Conference on Computers in Education, 2023

Learning to Take Cover with Navigation-Based Waypoints via Reinforcement Learning.

Timothy Aris, Volkan Ustun, Rajay Kumar

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Effectiveness of Teamwork-Level Interventions through Decision-Theoretic Reasoning in a Minecraft Search-and-Rescue Task.

David V. Pynadath, Nikolos Gurney, Sarah Kenny, Rajay Kumar, Stacy C. Marsella, Haley Matuszak, Hala Mostafa, Pedro Sequeira, Volkan Ustun, Peggy Wu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Learning to Take Cover on Geo-Specific Terrains via Reinforcement Learning.

Timothy Aris, Volkan Ustun, Rajay Kumar

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

Adaptive Synthetic Characters for Military Training.

Volkan Ustun, Rajay Kumar, Adam Reilly, Seyed Sajjadi, Andrew Miller

CoRR, 2021