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William Knottenbelt

3 papers · 2024–2025 · 3 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (1) ICML (1) IJCAI (1)

Top co-authors

Padmanaba Srinivasan (2) Edward Pearce-Crump (1)

Research topics

Deep Learning (2) Machine Learning (2) Reinforcement Learning (2) Methods (2) Architectures (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

offline reinforcement learning (2) behaviour regression (1) preference learning (1) value function (1) action selection (1) graph (1) behavioral cloning (1) automorphism group (1) equivariant neural network (1) policy constraint (1) preference model (1) tensor power (1) behavioral supervisor (1) policy tuning (1) uncertainty model (1) symmetries (1) characterisation (1)

Papers

Behaviour Preference Regression for Offline Reinforcement Learning AAAI 2025 Graph Automorphism Group Equivariant Neural Networks ICML 2024 Offline Reinforcement Learning with Behavioral Supervisor Tuning IJCAI 2024