Zohar Rimon

3 papers · 2022–2024 · 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 🗺️ Taxonomy Completionist (10)

Venues

ICLR (2) NeurIPS (1)

Top co-authors

Aviv Tamar (2) Gilad Adler (2) Elad Richardson (1) Tom Jurgenson (1) Maor Ashkenazi (1) Ron Vainshtein (1) Pinchas Mintz (1) Orr Krupnik (1) Eran Treister (1) Shir Levi (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Learning Paradigms · Machine Learning (2) Reinforcement Learning (1) Application Areas (1) Architectures (1) Learning Paradigms · Artificial Intelligence (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

meta-reinforcement learning (2) reinforcement learning (1) sample efficiency (1) bayesian inference (1) density estimation (1) knowledge distillation (1) partially observable markov decision process (1) model-based reinforcement learning (1) kernel density estimation (1) neural representation (1) bayes-optimal policy (1) efficient exploration (1) convolutional neural network (1) task distribution (1) world model (1) smoothness constraint (1) predictor network (1) pac analysis (1) meta learning (1) weight reconstruction (1)

Papers

MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning ICLR 2024 NeRN: Learning Neural Representations for Neural Networks ICLR 2023 Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NeurIPS 2022