Karel Horák

4 papers · 2018–2021 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

IJCAI (3) AAAI (1)

Top co-authors

Branislav Bosansky (4) Krishnendu Chatterjee (2) Petr Tomášek (1) Aditya Aradhye (1) Christopher Kiekintveld (1) Charles Kamhoua (1)

Research topics

Artificial Intelligence (4) Core AI (4) Reinforcement Learning (3) Machine Learning (2) Applications (2) Methods (2) Optimization & Theory (2) Mathematics & Optimization (1) Learning Types (1) Optimization (1)

Keywords

belief state (2) zero-sum game (2) bayesian inference (1) heuristic search (1) value function (1) value iteration (1) partially observable markov decision process (1) value function approximation (1) partially observable stochastic game (1) planning under uncertainty (1) partially observable (1) convergence guarantee (1) stochastic game (1) scalable algorithm (1) goal pomdp (1) heuristic search value iteration (1) indefinite-horizon objective (1) expected total cost (1) partially observable game (1) pursuit-evasion game (1)

Papers

Solving Partially Observable Stochastic Shortest-Path Games IJCAI 2021 Compact Representation of Value Function in Partially Observable Stochastic Games IJCAI 2019 Solving Partially Observable Stochastic Games with Public Observations AAAI 2019 Goal-HSVI: Heuristic Search Value Iteration for Goal POMDPs IJCAI 2018