Alessandro Ronca
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (8)
π
Renaissance Researcher
(6)
π
Keyword Champion
π₯
Unstoppable
(5)
Conferences
IJCAI (3)
AAAI (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
sample complexity
(3)
automata learning
(2)
pac learning
(2)
regular decision process
(2)
value function
(1)
optimal policy
(1)
discrete mathematics
(1)
polynomial time
(1)
dynamical system
(1)
recurrent neural network
(1)
temporal logic
(1)
near-optimal policy
(1)
constructive learning
(1)
automata theory
(1)
non-markov decision process
(1)
regular language
(1)
finite state machine
(1)
expressivity analysis
(1)
finite automaton
(1)
star-free language
(1)
Papers
Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics
ICLR 2025
On the Expressivity of Recurrent Neural Cascades
AAAI 2024
The Transformation Logics
IJCAI 2024
Automata Cascades: Expressivity and Sample Complexity
AAAI 2023
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes
NIPS 2023
Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes
IJCAI 2022
Efficient PAC Reinforcement Learning in Regular Decision Processes
IJCAI 2021