Takamitsu Matsubara

2 papers · 2010–2021 · 1 conference · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🏃 Academic Marathon (11) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 🚀 Conference Pioneer

Conferences

ACML (2)

Top co-authors

Toshinori Kitamura (1) Tetsuro Morimura (1) Lingwei Zhu (1) Jun Morimoto (1)

Keywords

policy gradient (1) natural policy gradient (1) markov decision process (1) value iteration (1) kl regularization (1) entropy regularization (1) average reward (1) error bound (1) adaptive step-size (1)

Papers

Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning ACML 2021

Adaptive Step-size Policy Gradients with Average Reward Metric ACML 2010