Keith W. Ross

5 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) EMNLP (1)

Top co-authors

Che Wang (3) Xinyue Chen (1) Zijian Zhou (1) Kai Shao (1) Anubhav Shrestha (1) Minwu Kim (1) Quan Vuong (1) Yiming Zhang (1) Aadim Nepal (1) Shuhan Yuan (1)

Keywords

sample efficiency (1) knowledge distillation (1) logic puzzle (1) reinforcement learning with verifiable reward (1) long chain of thought (1)

Papers

Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings EMNLP 2025

Pre-training with Synthetic Data Helps Offline Reinforcement Learning ICLR 2024

On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning ICLR 2022

Randomized Ensembled Double Q-Learning: Learning Fast Without a Model ICLR 2021

Supervised Policy Update for Deep Reinforcement Learning ICLR 2019