PlanGenLLMs: A Modern Survey of LLM Planning Capabilities

H Wei, Z Zhang, S He, T **a, S Pan, F Liu - arxiv preprint arxiv …, 2025 - arxiv.org
LLMs have immense potential for generating plans, transforming an initial world state into a
desired goal state. A large body of research has explored the use of LLMs for various …

Benchmark Real-time Adaptation and Communication Capabilities of Embodied Agent in Collaborative Scenarios

S Liu, B Zhang, Z Huang - arxiv preprint arxiv:2412.00435, 2024 - arxiv.org
Advancements in Large Language Models (LLMs) have opened transformative possibilities
for human-robot interaction, especially in collaborative environments. However, Real-time …