Bahram Behzadian

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AISTATS (1) NeurIPS (1)

Top co-authors

Marek Petrik (2) Chin Pang Ho (2) Reazul Hasan Russel (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Learning Types (2) Methods (2) Optimization & Theory (2) Mathematics & Optimization (1) Application Areas (1) Optimization (1)

Keywords

robust markov decision process (2) robust optimization (1) linear programming (1) bellman operator (1) optimization algorithm (1) homotopy continuation (1) ambiguity set (1) risk-aware reinforcement learning (1) percentile criterion (1) bayesian guarantee (1) reinforcement learning (1) ambigu set (1)

Papers

Fast Algorithms for L_∞-constrained S-rectangular Robust MDPs NeurIPS 2021 Optimizing Percentile Criterion using Robust MDPs AISTATS 2021