Nhan Pham

2 papers · 2020–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9) 🗺️ Taxonomy Completionist (10)

Conferences

AISTATS (1) ICML (1)

Top co-authors

Lam Nguyen (2) Quoc Tran-Dinh (2) Marten Dijk (1) Dzung Phan (1) PHUONG HA NGUYEN (1)

Keywords

stochastic optimization (2) reinforcement learning (1) non-convex optimization (1) policy gradient (1) composite optimization (1) variance reduction (1) oracle complexity (1) iteration complexity (1) proximal policy optimization (1) compositional optimization (1) gauss-newton algorithm (1)

Papers

A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning AISTATS 2020

Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization ICML 2020