Anastasia Miin

Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning (Student Abstract)

Large language models (LLMs) demonstrate strong reasoning capabilities, yet the inference-time performance of existing solutions remains limited by self-biases, coordination inefficiencies, lack of robust error detection, and dependency on high-quality verifiers. To address these challenges, we prop