Riccardo Zamboni

17 papers A* 3Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
K-Myriad: Jump-starting reinforcement learning with unsupervised parallel agents.
CoRR
Vincenzo De Paola, Mirco Mutti, Riccardo Zamboni, Marcello Restelli
2026 J jnl
Probing Dec-POMDP Reasoning in Cooperative MARL.
CoRR
Kale-ab Abebe Tessera, Leonard Hinckeldey, Riccardo Zamboni, David Abel, Amos J. Storkey
2026 J jnl
Unsupervised Behavioral Compression: Learning Low-Dimensional Policy Manifolds through State-Occupancy Matching.
CoRR
Andrea Fraschini, Davide Tenedini, Riccardo Zamboni, Mirco Mutti, Marcello Restelli
2025 A* conf
Enhancing Diversity In Parallel Agents: A Maximum State Entropy Exploration Story.
ICML
Vincenzo De Paola, Riccardo Zamboni, Mirco Mutti, Marcello Restelli
2025 J jnl
Enhancing Diversity in Parallel Agents: A Maximum State Entropy Exploration Story.
CoRR
Vincenzo De Paola, Riccardo Zamboni, Mirco Mutti, Marcello Restelli
2025 J jnl
From Parameters to Behavior: Unsupervised Compression of the Policy Space.
CoRR
Davide Tenedini, Riccardo Zamboni, Mirco Mutti, Marcello Restelli
2025 J jnl
Remembering the Markov Property in Cooperative MARL.
CoRR
Kale-ab Abebe Tessera, Leonard Hinckeldey, Riccardo Zamboni, David Abel, Amos Storkey
2025 J jnl
Scalable Multi-Agent Offline Reinforcement Learning and the Role of Information.
CoRR
Riccardo Zamboni, Enrico Brunetti, Marcello Restelli
2025 J jnl
Towards Principled Multi-Agent Task Agnostic Exploration.
CoRR
Riccardo Zamboni, Mirco Mutti, Marcello Restelli
2024 A* conf
How to Explore with Belief: State Entropy Maximization in POMDPs.
ICML
Riccardo Zamboni, Duilio Cirino, Marcello Restelli, Mirco Mutti
2024 J jnl
How to Explore with Belief: State Entropy Maximization in POMDPs.
CoRR
Riccardo Zamboni, Duilio Cirino, Marcello Restelli, Mirco Mutti
2024 J jnl
The Limits of Pure Exploration in POMDPs: When the Observation Entropy is Enough.
RLJ
Riccardo Zamboni, Duilio Cirino, Marcello Restelli, Mirco Mutti
2024 J jnl
The Limits of Pure Exploration in POMDPs: When the Observation Entropy is Enough.
CoRR
Riccardo Zamboni, Duilio Cirino, Marcello Restelli, Mirco Mutti
2023 A* conf
Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning.
NeurIPS
Riccardo Zamboni, Alberto Maria Metelli, Marcello Restelli
2022 J jnl
Opto-Microfluidic Integration of the Bradford Protein Assay in Lithium Niobate Lab-on-a-Chip.
Sensors
Leonardo Zanini, Annamaria Zaltron, Enrico Turato, Riccardo Zamboni, Cinzia Sada
2021 J jnl
Adaptive and Energy-Efficient Optimal Control in CPGs Through Tegotae-Based Feedback.
Frontiers Robotics AI
Riccardo Zamboni, Dai Owaki, Mitsuhiro Hayashibe
2020 J jnl
Opto-Microfluidic System for Absorbance Measurements in Lithium Niobate Device Applied to pH Measurements.
Sensors
Riccardo Zamboni, Annamaria Zaltron, Elena Izzo, Gregorio Bottaro, Davide Ferraro, Cinzia Sada