2 papers
cs.HC2026
Why Automate This? Exploring Correlations Between Desire for Robotic Automation, Invested Time and Well-Being
Ruchira Ray, Leona Pang, Sanjana Srivastava +3
Understanding the motivations underlying the human inclination to automate tasks is vital for developing robots that fit seamlessly into daily life. Accordingly, we ask: are indivi…
cs.LG2025
Beat the long tail: Distribution-Aware Speculative Decoding for RL Training
Zelei Shao, Vikranth Srivatsa, Sanjana Srivastava +12
Reinforcement learning(RL) post-training has become essential for aligning large language models (LLMs), yet its efficiency is increasingly constrained by the rollout phase, where…