人工知能合同国際会議 IJCAI-09

概要 †

• 人工知能合同国際会議（International Joint Conference on Artificial Intelligence）
• 2009年7月11日-17日
• カリフォルニア
• http://ijcai-09.org/

2年に一度行われる人工知能分野で最も重要な国際会議です．

ここでも強化学習のセッションが1つあります．

REINFORCEMENT LEARNING †

• Autonomously Learning an Action Hierarchy Using a Learned Qualitative State Representation.
  Jonathan Mugan, Benjamin Kuipers.
• Active Policy Iteration: Efficient Exploration through Active Learning for Value Function Approximation in Reinforcement Learning.
  Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiyama.
• Efficient Skill Learning using Abstraction Selection.
  George Konidaris, Andrew Barto.
• Inverse Reinforcement Learning in Partially Observable Environments.
  Jaedeug Choi, Kee-Eung Kim.