Laura Toni

Extending 3-DoF Metrics to Model User Behaviour Similarity in 6-DoF Immersive Applications

2021 · arXiv (Cornell University)

Immersive reality technologies, such as Virtual and Augmented Reality, have ushered a new era of user-centric systems, in which every aspect of the coding--delivery--rendering chain is tailored to the interaction of the users. Understanding the …

Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning

2025 · arXiv (Cornell University)

Reinforcement Learning (RL) problems are being considered under increasingly more complex structures. While tabular and linear models have been thoroughly explored, the analytical study of RL under nonlinear function approximation, especially kernel-based models, has recently …