MIT breakthrough could transform robot training

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05.07.2025
MIT researchers have developed a robot training method that reduces time and cost while improving adaptability to new tasks and environments. The approach – called Heterogeneous Pretrained Transformers (HPT) – combines vast amounts of diverse data from multiple sources into a unified system, effectively creating a shared language that generative...
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RAGEN: AI framework tackles LLM agent instability

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01.07.2025
Researchers have introduced RAGEN, an AI framework designed to counter LLM agent instability when handling complex situations. Training these AI agents presents significant hurdles, particularly when decisions span multiple steps and involve unpredictable feedback from...
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