Parmas Paavo (Paavo Parmas) - マイポータル

基本情報

Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms.

Paavo Parmas, Takuma Seno

NeurIPS 2022年査読有り筆頭著者責任著者
A unified view of likelihood ratio and reparameterization gradients.

Paavo Parmas, Masashi Sugiyama

The 24th International Conference on Artificial Intelligence and Statistics(AISTATS) 4078-4086 2021年査読有り筆頭著者責任著者
Neural Replicator Dynamics: Multiagent Learning via Hedging Policy Gradients.

Daniel Hennes, Dustin Morrill, Shayegan Omidshafiei, Rémi Munos, Julien Pérolat, Marc Lanctot, Audrunas Gruslys, Jean-Baptiste Lespiau, Paavo Parmas, Edgar A. Duéñez-Guzmán …

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems(AAMAS) 492-501 2020年査読有り
Total stochastic gradient algorithms and applications in reinforcement learning.

Paavo Parmas

Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018(NeurIPS) 10225-10235 2018年査読有り筆頭著者最終著者責任著者
PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos.

Paavo Parmas, Carl Edward Rasmussen, Jan Peters, Kenji Doya

Proceedings of the 35th International Conference on Machine Learning(ICML) 4062-4071 2018年査読有り筆頭著者責任著者

敵対生成脳：マルチエージェント学習の計算理論、アルゴリズムとロボティクス応用

日本学術振興会科学研究費助成事業基盤研究(S) 基盤研究(S) 2022年4月 - 2027年3月

石井信, 森本淳, 雨森賢一, 吉田和子, Parmas Paavo, Seymour Ben