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
Rl-gpt: Integrat- ing reinforcement learning and code-as-policy.Conference on Neural Information Processing Systems (NeurIPS), 37: 28430–28459, 2024
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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