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Lars Holger Buesing

3 papers · 2021–2023 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

Top co-authors

Jovana Mitrovic (2) Charles Blundell (2) Jacob C Walker (2) Matko Bošnjak (1) Abram L. Friesen (1) Florian Strub (1) Brian McWilliams (1) Petar Veličković (1) Nenad Tomasev (1) Razvan Pascanu (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types (2) Reinforcement Learning (1) Core Methods (1) Methods (1)

Keywords

representation learning (2) contrastive learning (2) model-based planning (1) image classification (1) semi-supervised learning (1) self-supervised learning (1) out-of-distribution generalization (1) nearest neighbor (1) model-based reinforcement learning (1) policy update (1) invariant prediction (1) causal inference (1) monte carlo rollout (1) deep reinforcement learning (1)

Papers

SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations ICLR 2023 On the role of planning in model-based deep reinforcement learning ICLR 2021 Representation Learning via Invariant Causal Mechanisms ICLR 2021