Researchers from Google and the University of Toronto Introduce Groundbreaking Zero-Shot Agent for Autonomous Learning and Task Execution in Live Computer Environments

Large language models (LLMs) for action production in various live contexts, such as ALFWORLD and ALPHACODE, have shown promise in earlier efforts. Examples include SAYCAN, REACT, TOOLFORMER, and SWIFTSAGE. LLMs are used similarly to follow expert trails, understand environmental changes, plan and carry out future activities, and compose API requests. Several studies, including REFLEXION and […]

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