6 citations · 13 across the 6 of their papers we have counts for
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cs.LG2023★ 1 cited
Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL
Baiting Zhu, Meihua Dang, Aditya Grover
The goal of multi-objective reinforcement learning (MORL) is to learn policies that simultaneously optimize multiple competing objectives. In practice, an agent's preferences over…
cs.CL2023★ 3 cited
Tractable Control for Autoregressive Language Generation
Honghua Zhang, Meihua Dang, Nanyun Peng +1
Despite the success of autoregressive large language models in text generation, it remains a major challenge to generate text that satisfies complex constraints: sampling from the…