2 papers
cs.LG2026
ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking
Qiang Zhang, Boli Chen, Fanrui Zhang +14
Reinforcement learning has substantially improved the performance of LLM agents on tasks with verifiable outcomes, but it still struggles on open-ended agent tasks with vast soluti…
cond-mat.mes-hall2025
Switchable axionic magnetoelectric effect via spin-flop transition in topological antiferromagnets
Yiliang Fan, Rongxiang Zhu, Tongshuai Zhu +3
The MnBiTe material family has emerged as a key platform for exploring magnetic topological phases, most notably exemplified by the experimental realization of the axion in…