Konstantinos Chatzilygeroudis

2 papers · 2018–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8) 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

CORL (1) JMLR (1)

Top co-authors

Jean-Baptiste Mouret (2) Rituraj Kaushik (1) Supratik Paul (1) Shimon Whiteson (1) Michael A. Osborne (1) Kamil Ciosek (1)

Keywords

reinforcement learning (1) continuous control (1) bayesian optimization (1) bayesian quadrature (1) multi-objective optimization (1) sparse reward (1) robust policy (1) pareto optimization (1) data-efficient learning (1) rare event (1) model-based policy search (1) environment variable (1)

Papers

Robust Reinforcement Learning with Bayesian Optimisation and Quadrature JMLR 2020

Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CORL 2018