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Alberto Marchesi — most-cited papers & profile · AI Agents
← authors
·
overview
Alberto Marchesi
8
papers ·
2
citations ·
11
h-index
Politecnico di Milano
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multi-Agent Contract Design: How to Commission Multiple Agents with Individual Outcome
2023 · 2 citations
Regret Minimization for Piecewise Linear Rewards: Contracts, Auctions, and Beyond
2025
A Best-of-Both-Worlds Algorithm for Constrained MDPs with Long-Term Constraints
2023
Learning Adversarial MDPs with Stochastic Hard Constraints
2024
Learning Constrained Markov Decision Processes With Non-stationary Rewards and Constraints
2024
Best-of-Both-Worlds Policy Optimization for CMDPs with Bandit Feedback
2024
Contracting With a Reinforcement Learning Agent by Playing Trick or Treat
2024
Top co-authors
Francesco Bacchiocchi
· 1
Matteo Castiglioni
· 1
Nicola Gatti
· 1
Topics
Safe RL
Model-Based RL
Multi-Agent
cs.DS
cs.GT
math.ST
Exploration
Meta-RL
Policy Gradient
RLHF & Alignment