EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments Paper • 2606.13681 • Published Jun 11 • 143
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published May 4 • 144
From Ambiguity to Verdict: A Semiotic-Grounded Multi-Perspective Agent for LLM Logical Reasoning Paper • 2509.24765 • Published Sep 29, 2025 • 1
Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning Paper • 2601.02902 • Published Jan 6 • 11