Isao Ono

2 papers · 2010–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

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Venues

ICML (1) NeurIPS (1)

Top co-authors

Shigenobu Kobayashi (1) Yuichi Nagata (1) Yukinari Hisaki (1) Atsushi Miyamae (1)

Research topics

Reinforcement Learning (2) Robotics (2) Methods (2) Artificial Intelligence (1) Machine Learning (1) Applications (1) Core AI (1) Learning Types (1) Optimization & Theory (1) Systems (1)

Keywords

reinforcement learning (1) policy optimization (1) policy gradient (1) natural policy gradient (1) natural gradient (1) fisher information (1) parameter-based exploration (1) fisher information matrix (1) average reward (1) soft actor-critic (1) control task (1) locomotion task (1) off-policy (1) gymnasium (1) rvi-sac (1)

Papers

RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning ICML 2024 Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks NeurIPS 2010