Rajay Kumar

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Learning Agents

Search And Rescue Operations

Reinforcement Learning

Synthetic Characters

Top Venues

Publications

Lixing Liu, Volkan Ustun, Rajay Kumar
Leveraging Organizational Hierarchy to Simplify Reward Design in Cooperative Multi-agent Reinforcement Learning. FLAIRS (2024)
Caleb Koresh, Volkan Ustun, Rajay Kumar, Timothy Aris
Improving Reinforcement Learning Experiments in Unity through Waypoint Utilization. FLAIRS (2024)
Timothy Aris, Volkan Ustun, Rajay Kumar
Training Reinforcement Learning Agents to React to an Ambush for Military Simulations. FLAIRS (2024)
Timothy Aris, Volkan Ustun, Rajay Kumar
Learning to Take Cover with Navigation-Based Waypoints via Reinforcement Learning. FLAIRS (2023)
David V. Pynadath, Nikolos Gurney, Sarah Kenny, Rajay Kumar, Stacy C. Marsella, Haley Matuszak, Hala Mostafa, Pedro Sequeira, Volkan Ustun, Peggy Wu
Effectiveness of Teamwork-Level Interventions through Decision-Theoretic Reasoning in a Minecraft Search-and-Rescue Task. AAMAS (2023)
Timothy Aris, Volkan Ustun, Rajay Kumar
Learning to Take Cover on Geo-Specific Terrains via Reinforcement Learning. FLAIRS (2022)
Volkan Ustun, Rajay Kumar, Adam Reilly, Seyed Sajjadi, Andrew Miller
Adaptive Synthetic Characters for Military Training. CoRR (2021)