Preprint
Jul 2026
ActSWM: Action-Sensitive World Models for Long-Horizon Planning in Open-World Games
This work proposes ActSWM, an action-sensitive latent world model grounded in a transition-separation principle, which preserves larger action-dependent rollout gaps than existing baselines, improves task success in long-horizon interactive settings, and enables world-model-based action recovery from offline gameplay videos.
Zhe Gan, Zitong Zeng, Jiajun Cheng et al.
· 1 citation