Hippolyte Bourel

3 papers · 2019–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 📈 Trend Setter

Venues

ACML (1) AISTATS (1) ICML (1)

Top co-authors

Mohammad Sadegh Talebi (3) Odalric-ambrym Maillard (2) Anders Jonsson (1) Odalric Maillard (1) Mahsa Asadi (1)

Research topics

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

Keywords

regret bound (2) regret minimization (2) markov decision process (2) concentration inequality (1) confidence set (1) average reward (1) model-based algorithm (1) reward machine (1) decision process (1) model-based rl (1) variance-aware bound (1) reinforcement learning (1) state-action equivalence (1) value iteration (1) model-based reinforcement learning (1)

Papers

Exploration in Reward Machines with Low Regret AISTATS 2023 Tightening Exploration in Upper Confidence Reinforcement Learning ICML 2020 Model-Based Reinforcement Learning Exploiting State-Action Equivalence ACML 2019