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20112026
most citedProgram-Size Versus Time Complexity, Speed-Up and Slowdown Phenomena in Small Turing Machines

4 citations

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cs.AI2026

PseudoAct: Leveraging Pseudocode Synthesis for Flexible Planning and Action Control in Large Language Model Agents

Yihan, Wen, Xin Chen

Large language model (LLM) agents typically rely on reactive decision-making paradigms such as ReAct, selecting actions conditioned on growing execution histories. While effective…