István Szita

2 papers · 2002–2011 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

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Venues

COLT (1) JMLR (1)

Top co-authors

Andras Lorincz (1) Csaba Szepesvári (1) Bálint Takács (1)

Research topics

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

Keywords

learning theory (1) reinforcement learning (1) online learning (1) model-based learning (1) markov decision process (1) agnostic learning (1) model-based reinforcement learning (1) kwik learning (1) near-optimal policy (1) approximate reinforcement learning (1) kwik framework (1) approximate model (1) varying environment (1)

Papers

Agnostic KWIK learning and efficient approximate reinforcement learning COLT 2011 ε-MDPs: Learning in Varying Environments JMLR 2002