Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization Paper • 2608.23311 • Published 1 day ago • 10
A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation Paper • 2601.09274 • Published Jan 14 • 84
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning Paper • 2504.08672 • Published Apr 11, 2025 • 54
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization Paper • 2503.16874 • Published Mar 21, 2025 • 45
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Paper • 2503.16905 • Published Mar 21, 2025 • 54