Maksym Zhuravinskyi

2 papers · 2023–2024 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

EMNLP (1) ICML (1)

Top co-authors

Alexander Havrilla (2) Christoforos Nalmpantis (1) Duy Phung (1) Louis Castricato (1) Stella Biderman (1) Jonathan Tow (1) Roberta Raileanu (1) Aman Tiwari (1) Jane Dwivedi-Yu (1) Eric Hambro (1)

Research topics

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

Keywords

offline reinforcement learning (1) reinforcement learning from human feedback (1) distributed training (1) proximal policy optimization (1) large language model (1) implicit language q learning (1) step-level feedback (1) gsm8k (1) global refinement models (1) llm reasoning refinement (1) local refinement models (1) sorms (1)

Papers

GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements ICML 2024 trlX: A Framework for Large Scale Reinforcement Learning from Human Feedback EMNLP 2023