開創多智能體協調的未來
Pioneering Multi-Agent Coordination
Parrawa AI是一家領先的人工智慧公司,致力於開發多智能體協調技術,核心技術為AI母語(Artificial Intentional Message, AIM) 。AIM是一種動態學習的離散符號序列,通過向量量化變分自編碼器(VQ-VAE)生成,無需人為干預即可實現智能體間的高效意圖表達與協調。在情境囚徒困境等複雜任務中,AIM能快速收斂至合作策略,適應動態獎勵結構,實現高聯合獎勵(偶數情境 (5, 5),奇數情境 (4, 4))。
Parrawa AI is a leading artificial intelligence company dedicated to advancing multi-agent coordination through its core technology, AI Mother Tongue (Artificial Intentional Message, AIM) . AIM is a dynamically learned discrete symbol sequence generated via Vector Quantized Variational Autoencoder (VQ-VAE), enabling efficient intent expression and coordination without human intervention. In complex tasks like the contextual Prisoner's Dilemma, AIM achieves rapid convergence to cooperative strategies, adapting seamlessly to dynamic reward structures, achieving high joint rewards ((5, 5) in even-label scenarios, (4, 4) in odd-label scenarios).
我們的技術靈感源自人類語言的結構化表達,結合強化學習(A2C框架)和反思機制,讓智能體在多變環境中實現無縫協作,推動AI從單一任務向多智能體協同進化。
Inspired by the structured expressiveness of human language, AIM integrates reinforcement learning (A2C framework) and reflection mechanisms, empowering agents to collaborate effectively in evolving environments, advancing AI from single-task execution to multi-agent synergy.
Prompt Guider for AI Drawing是一款高效工具,專為生成複雜且精準的提示詞而設計,僅需數千Token即可引導AI繪圖系統生成高品質視覺內容,滿足設計、娛樂和教育等多樣化需求。
Prompt Guider for AI Drawing is a high-efficiency tool designed to generate complex and precise prompts, requiring only a few thousand tokens to guide AI drawing systems in producing high-quality visuals, catering to diverse needs in design, entertainment, and education.
Veo3 Prompt Guider是一款革命性的工具,專為生成複雜且充分指引Veo3的提示詞而設計,僅需數千Token即可驅動文生影片創作,生成多風格、高品質的影片內容。該工具與AIM的結構化訊息理念相通,廣泛應用於影視製作與創意內容生成。
Veo3 Prompt Guider is a revolutionary tool designed to generate complex and precise prompts for Veo3, requiring only a few thousand tokens to drive text-to-video creation, producing high-quality, multi-style video content. Aligned with AIM’s structured messaging philosophy, it is widely used in film production and creative content generation.