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Alberto Maria Metelli — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alberto Maria Metelli
40
papers ·
43
citations ·
11
h-index
Politecnico di Milano
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Most-cited papers
Policy Optimization via Importance Sampling
2018 · 23 citations
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning
2020 · 4 citations
Towards Theoretical Understanding of Inverse Reinforcement Learning
2023 · 3 citations
Truncating Trajectories in Monte Carlo Reinforcement Learning
2023 · 3 citations
Configurable Markov Decision Processes
2018 · 2 citations
Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management
2022 · 2 citations
ARLO: A Framework for Automated Reinforcement Learning
2022 · 1 citations
Simultaneously Updating All Persistence Values in Reinforcement Learning
2022 · 1 citations
Parameterized Projected Bellman Operator
2023 · 1 citations
Inverse Reinforcement Learning with Sub-optimal Experts
2024 · 1 citations
No-Regret Reinforcement Learning in Smooth MDPs
2024 · 1 citations
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach
2024 · 1 citations
Mind Your Steps: A General Learning Framework for Accurate Humanoid Foothold Tracking
2026
Actor-Critic with Active Importance Sampling
2026
Power Grid Control with Graph-Based Distributed Reinforcement Learning
2025
Top co-authors
Marcello Restelli
· 24
Matteo Papini
· 13
Marco Mussi
· 8
Filippo Lazzati
· 6
Alessandro Montenegro
· 5
Mirco Mutti
· 4
Riccardo Poiani
· 4
Davide Maran
· 3
Alessio Russo
· 2
and Marcello Restelli
· 2
Francesco Trov\`o
· 2
Gianluca Drappo
· 2
Topics
Model-Based RL
Policy Gradient
Value-Based
Exploration
Offline RL
Safe RL
Meta-RL
Multi-Agent
Game AI