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Samin Yeasar Arnob

2 papers · 2023–2024 · 2 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

AISTATS (1) NeurIPS (1)

Top co-authors

Tariq Iqbal (1) Xin Li (1) Doina Precup (1) Hongyu Zang (1) Manan Tomar (1) Anirudh Goyal (1) Md Mofijul Islam (1) Riashat Islam (1) Alessandro Sordoni (1) Nicolas Heess (1)

Research topics

Deep Learning (2) Machine Learning (2) Reinforcement Learning (2) Learning Types · Machine Learning (2) Methods (2) Application Areas (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

reinforcement learning (2) lottery ticket hypothesis (1) multi-task learning (1) offline reinforcement learning (1) variational inference (1) information bottleneck (1) self-supervised learning (1) network pruning (1) continuous control (1) neural pathway (1) discrete representation (1) factorized representation (1) representation learning (1) latent state (1)

Papers

Efficient Reinforcement Learning by Discovering Neural Pathways NeurIPS 2024 Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023