Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
From MS/MS evidence to adaptive spectroscopic characterization: Reinforcement learning guided by candidate molecular structures
Bowen Gao, Lei Zhu, Yiying Wang +1
Small-molecule identification from tandem mass spectrometry (MS/MS) may require complementary measurements. Herein, we propose a structure-informed deep Q-network (SI-DQN) that use…
cs.LG2026
EBRL: Asynchronous Embodied RL by Multi-Grained Resource Management
Liang Mi, Weijun Wang, Bowen Gao +12
Embodied reinforcement learning (RL) improves model capabilities with a pipeline of environment simulation, action generation, and model updates. These stages show heterogeneous CP…