Marcin Moczulski

4 papers · 2015–2020 · 4 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 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ICCV (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Jongwook Choi (2) Yijie Guo (2) Misha Denil (2) Honglak Lee (2) Mohammad Norouzi (2) Junhyuk Oh (1) Neal Wu (1) Zichao Yang (1) Ziyu Wang (1) Yoshua Bengio (1)

Research topics

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

Keywords

reinforcement learning (2) sparse reward (2) self-supervised learning (1) neural network optimization (1) simulated annealing (1) convolutional neural network (1) memory efficiency (1) gradient flow (1) exploration strategy (1) parameter reduction (1) kernel methods (1) memory buffer (1) contingency awareness (1) noisy activation function (1) fastfood layer (1) trajectory-conditioned policy (1) model compression (1) attentive dynamics model (1) imitation learning (1)

Papers

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards NeurIPS 2020 Contingency-Aware Exploration in Reinforcement Learning ICLR 2019 Noisy Activation Functions ICML 2016 Deep Fried Convnets ICCV 2015