Agent as a Policy for Physical AI

Luma AI · Physical AI

◉ Project · release soon

Multimodal Design Agent

Luma AI · Generative models · Reward modeling

Post-trained a VLM with RL to generate polished HTML infographics and developed a reward model aligned with human aesthetic preferences.

Cross-Episode Online Learning

Meta-RL

Improved how LLMs learn from context and adapt across episodes using cross-episode reinforcement learning.

Paper

Tool-Use Search Agent

Synthetic data · Agent evaluation · Agentic RL

Graph-based query and answer generation, rubric-based evaluation, and agentic RL training in verl.

FMChisel

LinkedIn · LLM efficiency · Open source

Contributor to an open-source research library for efficient foundation-model algorithms, including compression, distillation, pruning, quantization, and efficient training.

GitHub