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Giuseppe De Giacomo — most-cited papers & profile · Reinforcement Learning
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Giuseppe De Giacomo
6
papers ·
8
citations
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Semantic Scholar ↗
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Most-cited papers
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes
2022 · 5 citations
Specifying Non-Markovian Rewards in MDPs Using LDL on Finite Traces (Preliminary Version)
2017 · 2 citations
Exploiting Multiple Abstractions in Episodic RL via Reward Shaping
2023 · 1 citations
Semantically Labelled Automata for Multi-Task Reinforcement Learning with LTL Instructions
2026
Best-Effort Policies for Robust Markov Decision Processes
2025
Top co-authors
Alessandro Abate
· 2
Fabio Patrizi
· 2
Alessandro Ronca
· 1
Christoph Weinhuber
· 1
Francesco Fabiano
· 1
Gabriel Paludo Licks
· 1
Jan Kret\'insk\'y
· 1
Luca Iocchi
· 1
Marco Favorito
· 1
Mathias Jackermeier
· 1
Maximilian Prokop
· 1
Roberto Cipollone
· 1
Topics
Model-Based RL
Multi-Agent
Meta-RL
Game AI
Safe RL
Exploration