Echo framework enables experience transfer for multimodal LLM agents in Minecraft by decomposing knowledge into structure, attribute, process, function, and interaction dimensions and applying in-context analogy learning, achieving 1.3x-1.7x speedup on object-unlocking tasks with burst-like chain-un
What makes good in- context examples for gpt-3? InDeep Learning Inside Out Workshop (DeeLIO), pages 100–114, 2022
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Experience Transfer for Multimodal LLM Agents in Minecraft Game
Echo framework enables experience transfer for multimodal LLM agents in Minecraft by decomposing knowledge into structure, attribute, process, function, and interaction dimensions and applying in-context analogy learning, achieving 1.3x-1.7x speedup on object-unlocking tasks with burst-like chain-un