Alessandro Montenegro
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
policy gradient
(3)
sample complexity
(2)
constrained optimization
(1)
continuous control
(1)
primal-dual algorithm
(1)
best arm identification
(1)
error probability
(1)
last-iterate convergence
(1)
deterministic policy
(1)
risk measure
(1)
stochastic policy
(1)
simple regret
(1)
performance
(1)
stochasticity
(1)
exploration level
(1)
stochastic rising bandits
(1)
successive reject procedure
(1)
ucb-like approach
(1)
deterministic schedule
(1)
phase-based method
(1)
Papers
Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity
ICML 2025
Best Arm Identification for Stochastic Rising Bandits
ICML 2024
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning
NeurIPS 2024
Learning Optimal Deterministic Policies with Stochastic Policy Gradients
ICML 2024