Matthew Gombolay
Georgia Institute of Technology
H-index: 24
North America-United States
Top articles of Matthew Gombolay
Mixed-Initiative Multiagent Apprenticeship Learning for Human Training of Robot Teams
Advances in Neural Information Processing Systems
2024/2/13
Multi-Camera Asynchronous Ball Localization and Trajectory Prediction with Factor Graphs and Human Poses
arXiv preprint arXiv:2401.17185
2024/1/30
Matthew Gombolay
H-Index: 12
MAVERIC: A data-driven approach to personalized autonomous driving
IEEE Transactions on Robotics
2024/1/29
Towards the Design of User-Centric Strategy Recommendation Systems for Collaborative Human-AI tasks
International Journal of Human-Computer Studies
2024/4/1
Pradyumna Tambwekar
H-Index: 3
Matthew Gombolay
H-Index: 12
Towards Learning Interpretable Features from Interventions
2024
Effects of explainable artificial intelligence in neurology decision support
Annals of Clinical and Translational Neurology
2024/4/5
Efficient Trajectory Forecasting and Generation with Conditional Flow Matching
arXiv preprint arXiv:2403.10809
2024/3/16
Sean Ye
H-Index: 2
Matthew Gombolay
H-Index: 12
Diffusion-Reinforcement Learning Hierarchical Motion Planning in Adversarial Multi-agent Games
arXiv preprint arXiv:2403.10794
2024/3/16
Enhancing Safety in Learning from Demonstration Algorithms via Control Barrier Function Shielding
2024/3/11
Towards Balancing Preference and Performance through Adaptive Personalized Explainability
2024/3/11
Andrew Silva
H-Index: 5
Pradyumna Tambwekar
H-Index: 3
Mariah Schrum
H-Index: 3
Matthew Gombolay
H-Index: 12
Diffusion Models for Multi-target Adversarial Tracking
2023/12/4
Adversarial Search and Tracking with Multiagent Reinforcement Learning in Sparsely Observable Environment
2023/12/4
DROID: Learning from Offline Heterogeneous Demonstrations via Reward-Policy Distillation
2023/12/2
A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting
2023/12/1
Interpretable Reinforcement Learning for Robotics and Continuous Control
arXiv preprint arXiv:2311.10041
2023/11/16
Generalized Behavior Learning from Diverse Demonstrations
2023/11/5
Towards Learning Scalable Agile Dynamic Motion Planning for Robosoccer Teams with Policy Optimization
2023/10/24
Matthew Gombolay
H-Index: 12
Compositional Instruction Following with Language Models and Reinforcement Learning
2023/10/13
Geraud Nangue Tasse
H-Index: 1
Nakul Gopalan
H-Index: 11
Steven James
H-Index: 5
Matthew Gombolay
H-Index: 12
Benjamin Rosman
H-Index: 14
Learning models of adversarial agent behavior under partial observability
2023/10/1
Co-Authors
