Salesforce AI Research Introduces OpenSkill for LLM Agent Self-Evolution
The post highlights a new arXiv paper on open-world skill evolution for language model agents.
Salesforce AI Research posted a reply sharing OpenSkill: Open-World Self-Evolution for LLM Agents. The announcement presents a framework that lets LLM agents develop skills after deployment in open settings. It lists authors Zhiling Yan, Hanrong Zhang, Wei Liang, Yuxuan Zhang, Yutong Dai, Lifang He, Philip S. Yu, Xiang Li and others. The linked arXiv entry states that prior self-evolving methods depend on curated skills, successful trajectories or verifier signals, while the new approach targets real-world adaptation without those assumptions.
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Salesforce AI Research Introduces OpenSkill for LLM Agent Self-Evolution
The post highlights a new arXiv paper on open-world skill evolution for language model agents.
Salesforce AI Research posted a reply sharing OpenSkill: Open-World Self-Evolution for LLM Agents. The announcement presents a framework that lets LLM agents develop skills after deployment in open settings. It lists authors Zhiling Yan, Hanrong Zhang, Wei Liang, Yuxuan Zhang, Yutong Dai, Lifang He, Philip S. Yu, Xiang Li and others. The linked arXiv entry states that prior self-evolving methods depend on curated skills, successful trajectories or verifier signals, while the new approach targets real-world adaptation without those assumptions.
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Salesforce AI Research@SFResearch(8/13) Seeing is Believing? New MMPersuade benchmark: multimodal inputs make VLMs more persuadable than text alone, with visual cues often bypassing safety defenses. Needs image-aware guardrails. 🛡️ Authors: @HaoyiQiu @PranavVenkit @steeve__huang @jxzhangjhu @VioletNPeng…
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SA Salesforce AI Research@SFResearch(10/13) 🌱 OpenSkill: Open-World Self-Evolution for LLM Agents: introduces a framework for LLM agents to self-evolve skills in open-world settings. Authors: Zhiling Yan, @bbsngg1002, Hanrong Zhang, Wei Liang, Yuxuan Zhang, Yutong Dai, Lifang He, Philip S. Yu, @stanleyran, Xiang…
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