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SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
Paper • 2502.04780 • Published -
Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations
Paper • 2502.11269 • Published -
From Autonomous Agents to Integrated Systems, A New Paradigm: Orchestrated Distributed Intelligence
Paper • 2503.13754 • Published -
Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems
Paper • 2502.14321 • Published
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ZClip: Adaptive Spike Mitigation for LLM Pre-Training
Paper • 2504.02507 • Published • 74 -
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Paper • 2504.01990 • Published • 213 -
AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation
Paper • 2503.19693 • Published • 75
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