Optimize the LLM Action Planning Space w/ ICL (Google)

New #ai Action Planning via In-Context Learning (ICL): Planning is essential for artificial intelligence systems to look ahead and proactively determine a course of actions to reach objectives in the virtual and real world. ICL could prove to be real powerful instrument for improved Action sequence planning of agentic systems. All rights w/ authors: IMPROVING LARGE LANGUAGE MODEL PLANNING WITH ACTION SEQUENCE SIMILARITY Xinran Zhao1,2∗, Hanie Sedghi1, Bernd Bohnet1, Dale Schuurmans1, Azade Nova1 from 1 Google DeepMind, 2 Carnegie Mellon University #scienceexplained #reasoning #aiagents #logicalreasoning #ailearning