萬事通，局部精通：Hugging Face 發表多功能 Transformer 代理人 JAT
Original: Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent
In the field of artificial intelligence, developing a "Generalist Agent" — one capable of chatting, writing, controlling robots, and…
Hugging Face 發表通用型代理人 JAT（Jack of All Trades），採用統一的 Transformer 架構，在 Atari、BabyAI、Meta-World 等多種強化學習環境與文字任務上進行聯合訓練。此研究展示了單一模型如何同時掌握多種不同領域的技能，並開源了數據集與模型權重，推動具身智能發展。
In the field of artificial intelligence, developing a "Generalist Agent" — one capable of chatting, writing, controlling robots, and playing video games all at once, just like a human — has long been the ultimate goal pursued by scientists. This blog post from the Hugging Face team introduces JAT (Jack of All Trades, Master of Some), a newly designed multi-purpose Transformer agent aimed at breaking down the traditional boundary between reinforcement learning (RL) and natural language processing (NLP).
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