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cs.CL2025
Pheromone-based Learning of Optimal Reasoning Paths
Anirudh Chari, Aditya Tiwari, Richard Lian +2
Large Language Models (LLMs) have demonstrated remarkable reasoning capabilities through chain-of-thought prompting, yet discovering effective reasoning methods for complex problem…
cs.AI2025
MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems
Anirudh Chari, Suraj Reddy, Aditya Tiwari +2
While large language models (LLMs) have shown promising capabilities as zero-shot planners for embodied agents, their inability to learn from experience and build persistent mental…