Conference Paper
PublishedMulti-Agent Orchestration for Complex Problem Solving via Chain-of-Thought Reasoning
Agent Interaction Map
Journal / Venue
Neural Information Processing Systems (NeurIPS)
Paper Link
Not AvailableNeurIPS 2023
Journal Metrics
Metrics Updated: Dec 2023Neural Information Processing Systems Foundation
Keywords
ReasoningAgentsChain-of-ThoughtMulti-Agent Systems
Authors
Alex Rivera
hello@alexrivera.meDavid Lee
Overview
Framework for coordinating multiple AI agents to solve high-reasoning tasks.
Abstract
We introduce a decentralized framework for multi-agent collaboration where each agent specializes in a specific reasoning sub-task. By leveraging dynamic chain-of-thought prompting and real-time state synchronization, our system achieves superior performance on complex mathematical and logical benchmarks compared to single-agent baselines.