NATURAL PLAN

Emerging

2papers using it

2025first seen

The 'NATURAL PLAN' dataset/benchmark contains complex task scenarios used to evaluate the effectiveness of self-learning agents in generating meaningful reflections and improving their performance through error analysis and learning from diverse task failures.

🔎 Find this dataset

Papers using NATURAL PLAN (2)

SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection2025 · 6 cites

PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving2025 · 4 cites