Julian Schrittwieser

6 papers · 2021–2022 · 4 venues · across top CS/AI venues

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Achievements

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

Venues

ICLR (3) ICML (1) IJCAI (1) NeurIPS (1)

Top co-authors

David Silver (4) Ioannis Antonoglou (3) Thomas Hubert (3) Sherjil Ozair (2) Mohammadamin Barekatain (2) Edward Lockhart (1) Neil Burch (1) Nolan Bard (1) Amol Mandhane (1) Marc Lanctot (1)

Research topics

Artificial Intelligence (5) Reinforcement Learning (5) Core AI (5) Applications (4) Methods (4) Machine Learning (1) Application Areas (1) Learning Types (1)

Keywords

model-based reinforcement learning (4) reinforcement learning (2) offline reinforcement learning (1) game theory (1) model-based learning (1) policy iteration (1) continuous control (1) worst-case performance (1) policy improvement (1) monte carlo tree search (1) stochastic model (1) tree search (1) world model (1) action space (1) sampling without replacement (1) self-supervised representation learning (1) sampled policy iteration (1) neural network (1) stochastic tree search (1) complex action space (1)

Papers

Approximate Exploitability: Learning a Best Response IJCAI 2022 Planning in Stochastic Environments with a Learned Model ICLR 2022 Policy improvement by planning with Gumbel ICLR 2022 Procedural generalization by planning with self-supervised world models ICLR 2022 Learning and Planning in Complex Action Spaces ICML 2021 Online and Offline Reinforcement Learning by Planning with a Learned Model NeurIPS 2021