Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization Paper • 2608.23311 • Published Aug 24 • 17
Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement Paper • 2601.13481 • Published Jan 20 • 2
A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation Paper • 2601.09274 • Published Jan 14 • 83