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Ann Now\'e — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ann Now\'e
35
papers ·
621
citations
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Most-cited papers
A Practical Guide to Multi-Objective Reinforcement Learning and Planning
2021 · 522 citations
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
2018 · 41 citations
Safe reinforcement learning for multi-energy management systems with known constraint functions
2022 · 25 citations
An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems
2023 · 7 citations
MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning
2024 · 5 citations
Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning
2021 · 4 citations
The Actor-Advisor: Policy Gradient With Off-Policy Advice
2019 · 3 citations
Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping
2020 · 3 citations
Pareto Conditioned Networks
2022 · 3 citations
Directed Policy Gradient for Safe Reinforcement Learning with Human Advice
2018 · 1 citations
Transfer Learning Across Simulated Robots With Different Sensors
2019 · 1 citations
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report)
2021 · 1 citations
Laser Learning Environment: A new environment for coordination-critical multi-agent tasks
2024 · 1 citations
Hierarchical Support Vector State Partitioning for Distilling Black Box Reinforcement Learning Policies
2026
Critic-Driven Voronoi-Quantization for Distilling Deep RL Policies to Explainable Models
2026
Top co-authors
Denis Steckelmacher
· 10
Diederik M. Roijers
· 9
H\'el\`ene Plisnier
· 6
Roxana R\u{a}dulescu
· 5
Mathieu Reymond
· 4
Rapha\"el Avalos
· 4
Diederik M. Roijers
· 3
Florent Delgrange
· 3
Glenn Ceusters
· 3
Maarten Messagie
· 3
Patrick Mannion
· 3
R\"udiger Franke
· 3
Topics
Model-Based RL
Multi-Agent
Value-Based
Safe RL
Policy Gradient
Meta-RL
Exploration
Game AI
Offline RL
RLHF & Alignment