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cs.AI2025
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
Weihao Bo, Shan Zhang, Yanpeng Sun +9
MLLMs exhibit strong reasoning on isolated queries, yet they operate de novo -- solving each problem independently and often repeating the same mistakes. Existing memory-augmented…
cs.AI2022★ 1 cited
The Rational Selection of Goal Operations and the Integration ofSearch Strategies with Goal-Driven Autonomy
Sravya Kondrakunta, Venkatsampath Raja Gogineni, Michael T. Cox +7
Intelligent physical systems as embodied cognitive systems must perform high-level reasoning while concurrently managing an underlying control architecture. The link between cognit…