Ana Bazzan

3 papers · 2022–2023 · 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

NeurIPS (2) ICML (1)

Top co-authors

Bruno C. da Silva (3) Lucas N. Alegre (2) Ann Nowe (2) Grégoire Danoy (1) Lucas Nunes Alegre (1) Florian Felten (1) El Ghazali Talbi (1)

Research topics

Reinforcement Learning (3) Machine Learning (2) Applications (2) Methods (2) Artificial Intelligence (1) Application Areas (1) Core Methods (1) Learning Paradigms (1) Learning Types (1)

Keywords

generalized policy improvement (2) successor feature (2) policy transfer (2) multi-objective reinforcement learning (1) zero-shot transfer (1) algorithm implementation (1) linear reward function (1) convex coverage set (1) transfer learning (1) approximate model (1) model-based reinforcement learning (1) reward function (1)

Papers

A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning NeurIPS 2023 Multi-Step Generalized Policy Improvement by Leveraging Approximate Models NeurIPS 2023 Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer ICML 2022