#Technical Research
Latest news articles tagged with "Technical Research". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 Toward Formalizing LLM-Based Agent Designs through Structural Context Modeling and Semantic Dynamics Analysis
[USA]
arXiv:2602.08276v1 Announce Type: new Abstract: Current research on large language model (LLM) agents is fragmented: discussions of conceptual frameworks and methodological principles are frequently ...
Related: #Artificial Intelligence, #Computer Science -
🇺🇸 PRISM: A Principled Framework for Multi-Agent Reasoning via Gain Decomposition
[USA]
arXiv:2602.08586v1 Announce Type: new Abstract: Multi-agent collaboration has emerged as a promising paradigm for enhancing reasoning capabilities of Large Language Models (LLMs). However, existing a...
Related: #Artificial Intelligence, #Machine Learning -
🇺🇸 Unveiling Implicit Advantage Symmetry: Why GRPO Struggles with Exploration and Difficulty Adaptation
[USA]
arXiv:2602.05548v1 Announce Type: cross Abstract: Reinforcement Learning with Verifiable Rewards (RLVR), particularly GRPO, has become the standard for eliciting LLM reasoning. However, its efficienc...
Related: #Artificial Intelligence, #Machine Learning