A survey on large language model based autonomous agents
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge
within isolated environments, which diverges significantly from human learning processes,
and makes the agents hard to achieve human-like decisions. Recently, through the
acquisition of vast amounts of Web knowledge, large language models (LLMs) have shown
potential in human-level intelligence, leading to a surge in research on LLM-based …
communities. Previous research often focuses on training agents with limited knowledge
within isolated environments, which diverges significantly from human learning processes,
and makes the agents hard to achieve human-like decisions. Recently, through the
acquisition of vast amounts of Web knowledge, large language models (LLMs) have shown
potential in human-level intelligence, leading to a surge in research on LLM-based …
A survey on large language model based autonomous agents
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge
within isolated environments, which diverges significantly from human learning processes,
and makes the agents hard to achieve human-like decisions. Recently, through the
acquisition of vast amounts of Web knowledge, large language models (LLMs) have shown
potential in human-level intelligence, leading to a surge in research on LLM-based …
communities. Previous research often focuses on training agents with limited knowledge
within isolated environments, which diverges significantly from human learning processes,
and makes the agents hard to achieve human-like decisions. Recently, through the
acquisition of vast amounts of Web knowledge, large language models (LLMs) have shown
potential in human-level intelligence, leading to a surge in research on LLM-based …
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