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John D Co-Reyes

4 papers · 2021–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICLR (3) AutoML (1)

Top co-authors

Aleksandra Faust (3) Yingjie Miao (2) Daiyi Peng (2) Cosmin Paduraru (1) Rebecca Roelofs (1) Doina Precup (1) Feryal Behbahani (1) Eugene Brevdo (1) Honglak Lee (1) Sergey Levine (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Optimization & Theory (3) Deep Learning (2) Core AI (2) Natural Language Processing (1) Reinforcement Learning (1) Generation (1) Learning Paradigms (1) Learning Types (1) Methods (1) Techniques (1)

Keywords

reinforcement learning (2) neural architecture search (1) neural network optimization (1) temporal difference (1) learning rate (1) gradient norm (1) supervised fine-tuning (1) value-based method (1) differentiable architecture search (1) training instability (1) computational graph (1) large language model (1) gradient-based search (1) multi-turn reinforcement learning (1) discrete architecture (1)

Papers

Training Language Models to Self-Correct via Reinforcement Learning ICLR 2025 Small-scale proxies for large-scale Transformer training instabilities ICLR 2024 Differentiable Architecture Search for Reinforcement Learning AutoML 2022 Evolving Reinforcement Learning Algorithms ICLR 2021