Wojciech Marian Czarnecki

4 papers · 2017–2023 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICML (2) AISTATS (1) JMLR (1)

Top co-authors

Oriol Vinyals (2) Max Jaderberg (2) Simon Osindero (2) Koray Kavukcuoglu (2) David Silver (1) Leonard Hasenclever (1) Quentin Bertrand (1) Gauthier Gidel (1) Razvan Pascanu (1) Nicolas Heess (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Optimization & Theory (2) Techniques (2) Reinforcement Learning (1) Applications (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Methods (1)

Keywords

synthetic gradient (2) transfer learning (1) game theory (1) model architecture (1) neural network optimization (1) gradient estimation (1) hierarchical reinforcement learning (1) elo rating (1) asynchronous training (1) gradient prediction (1) ranking system (1) transitive game (1) skill estimation (1) trajectory model (1) payoff matrix (1) neural network (1) behavior prior (1) decoupled neural interface (1) probabilistic modeling (1) decoupled interface (1)

Papers

On the Limitations of the Elo, Real-World Games are Transitive, not Additive AISTATS 2023 Behavior Priors for Efficient Reinforcement Learning JMLR 2022 Decoupled Neural Interfaces using Synthetic Gradients ICML 2017 Understanding Synthetic Gradients and Decoupled Neural Interfaces ICML 2017