Edgar Duenez-Guzman

3 papers · 2018–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (2) CoRL (1)

Top co-authors

Yinlam Chow (2) Ofir Nachum (2) Mohammad Ghavamzadeh (2) Edward Hughes (1) Antonio García Castañeda (1) Heather Roff (1) Aleksandra Faust (1) Karl Tuyls (1) Joel Z. Leibo (1) Raphael Koster (1)

Research topics

Artificial Intelligence (3) Reinforcement Learning (3) Applications (3) Core AI (3) Machine Learning (2) Learning Types (2) Methods (2)

Keywords

constraint satisfaction (2) constrained markov decision process (2) policy gradient (2) safe reinforcement learning (1) markov game (1) safe policy learning (1) social dilemma (1) cooperative behavior (1) lyapunov method (1) global safety (1) inequity aversion (1) intertemporal social dilemma (1) multi-agent reinforcement learning (1) lyapunov-based optimization (1) lyapunov function (1) continuous control (1)

Papers

Safe Policy Learning for Continuous Control CoRL 2020 A Lyapunov-based Approach to Safe Reinforcement Learning NeurIPS 2018 Inequity aversion improves cooperation in intertemporal social dilemmas NeurIPS 2018