tape-tool-guided-adaptive-planning

Improve LLM agents operating under strict feasibility constraints (budget limits, tool usage caps) by separating planning from execution. Generate multiple candidate plans, merge into plan graph, then use external solver (ILP) to find optimal feasible path. Constrained decoding forces execution of planned actions, eliminating sampling errors. Adaptive repla…

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