conftrace_

Gilad Adler

2 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

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Aviv Tamar (2) Zohar Rimon (2) Orr Krupnik (1) Tom Jurgenson (1)

Research topics

Machine Learning (2) Learning Paradigms · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Core AI (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) partially observable markov decision process (1) model-based reinforcement learning (1) kernel density estimation (1) bayes-optimal policy (1) efficient exploration (1) task distribution (1) world model (1) meta learning (1) pac analysis (1)

Papers

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