Ksenia Konyushova

3 papers · 2020–2022 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICML (1) NeurIPS (1) RSS (1)

Top co-authors

Nando de Freitas (2) Misha Denil (2) Yusuf Aytar (1) Adrià Puigdomènech Badia (1) Oleg Sushkov (1) David Budden (1) Caglar Gulcehre (1) Daniel J Mankowitz (1) Charles Blundell (1) David Barker (1)

Research topics

Machine Learning (3) Reinforcement Learning (3) Learning Types · Machine Learning (3) Methods (3) Artificial Intelligence (1) Deep Learning (1) Applications (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

offline reinforcement learning (2) reinforcement learning (1) off-policy evaluation (1) policy optimization (1) value function (1) sequential decision (1) batch reinforcement learning (1) policy selection (1) offline learning (1) bayesian optimization (1) reward learning (1) robot manipulation (1) behavior policy (1) retrieval-augmented generation (1) kernel function (1) offline policy selection (1) retrieval-augmented learning (1) experience retrieval (1) neural network retrieval (1) neural network (1)

Papers

Retrieval-Augmented Reinforcement Learning ICML 2022 Active Offline Policy Selection NeurIPS 2021 Scaling data-driven robotics with reward sketching and batch reinforcement learning RSS 2020