2 papers
cs.CL2026
From Memory to Skills: Evidence-Grounded Co-Evolution Governance for Long-Horizon LLM Agents
Bo Tang, Yang Zhang, Guomian Zhuang +8
Existing memory systems for long-horizon LLM agents often retrieve prior traces as passive context rather than converting them into executable capabilities. In this paper, we propo…
cs.LG2022
BCRLSP: An Offline Reinforcement Learning Framework for Sequential Targeted Promotion
Fanglin Chen, Xiao Liu, Bo Tang +3
We utilize an offline reinforcement learning (RL) model for sequential targeted promotion in the presence of budget constraints in a real-world business environment. In our applica…