Huiqiang Sun

Synthetic experience unlocks substantial game control improvements for LLMs, pushing success rates on complex benchmarks like MineDojo-300 from 12.63% to over 38%.

The GameHorizon Suite, a unified data and evaluation suite that measures gameplay capabilities at different horizons for diverse model families, can provide a standardized yardstick for evaluating gameplay capabilities across horizons and model families.

Achieving state-of-the-art performance in long-horizon video world models, CaR flexibly retrieves memory while minimizing computational costs.

Prisma-World achieves unprecedented cross-view consistency in multi-agent video generation by leveraging a joint geometry-aware denoising process.