ConceptTask Planning / 任务规划
Task Planning and Execution
The core capability of an AI agent to decompose a user's goal into executable sub-steps and advance through them progressively. It involves techniques such as chain-of-thought decomposition, tree search, and external planners. The plan must be dynamically revised in response to execution feedback, and exceptions such as tool-call failures must be handled.
Timeline (last 90 days)
Oct 23
The difficulty of task planning lies in that plans must be dynamically revised according to execution feedback, retry and fallback strategies are needed when tool calls fail or return exceptions, and the number of steps must be controlled to keep cost and latency from spiraling.
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