31 citations · 41 across the 8 of their papers we have counts for
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cs.LG2025
Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training
Chenlu Ye, Zhou Yu, Ziji Zhang +5
Reinforcement Learning with Verifiable Rewards (RLVR) improves final-answer accuracy on reasoning tasks, but it does not reliably improve reasoning quality. Because outcome rewards…
cs.LG2018★ 10 cited
Contextual Multi-Armed Bandits for Causal Marketing
Neela Sawant, Chitti Babu Namballa, Narayanan Sadagopan +1
This work explores the idea of a causal contextual multi-armed bandit approach to automated marketing, where we estimate and optimize the causal (incremental) effects. Focusing on…