EvolvingAgent: Curriculum Self-evolving Agent with Continual World Model for Long-Horizon Tasks

Tongtong Feng, Xin Wang, Zekai Zhou +5

Completing Long-Horizon (LH) tasks in open-ended worlds is an important yet difficult problem for embodied agents. Existing approaches suffer from two key challenges: (1) they heav…