Giovanni Montana

11 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

NeurIPS ×3 AAAI ×2 AAMAS ×2 ECML-PKDD ×2 ICLR ×2

Frequent coauthors

Yue Jin

×3

Jeremie Houssineau

×3

Sharlin Utke

×2

Mianchu Wang

×2

Yijun Quan

×1

Zushu Li

×1

Natinael Solomon Neggatu

×1

Alex Beeson

×1

Keith Couper

×1

Yujie Zhu

×1

Charles A. Hepburn

×1

Matthew Thorpe

×1

Papers

Partial Action Replacement: Tackling Distribution Shift in Offline MARL
AAAI 2026 ·
Yue Jin
, Giovanni Montana
Efficient Verified Unlearning For Distillation
NeurIPS 2025 ·
Yijun Quan
,
Zushu Li
, Giovanni Montana
Evaluation-Time Policy Switching for Offline Reinforcement Learning
AAMAS 2025 ·
Natinael Solomon Neggatu
,
Jeremie Houssineau
, Giovanni Montana
Investigating Relational State Abstraction in Collaborative MARL
AAAI 2025 ·
Sharlin Utke
,
Jeremie Houssineau
, Giovanni Montana
Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning
ICLR 2025 ·
Mianchu Wang
,
Yue Jin
, Giovanni Montana
Offline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study
ECML-PKDD 2025 ·
Alex Beeson
,
Keith Couper
, Giovanni Montana
Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs
NeurIPS 2025 ·
Mianchu Wang
, Giovanni Montana
Uncertainty-Based Smooth Policy Regularisation for Reinforcement Learning with Few Demonstrations
NeurIPS 2025 ·
Yujie Zhu
,
Charles A. Hepburn
,
Matthew Thorpe
, Giovanni Montana
When Intrinsic Motivation Fails: Exploration Challenges in Decentralized MARL
ECML-PKDD 2025 ·
Ting Zhu
,
Yue Jin
, Giovanni Montana
Embracing Relational Reasoning in Multi-Agent Actor-Critic
AAMAS 2024 ·
Sharlin Utke
,
Jeremie Houssineau
, Giovanni Montana
REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
ICLR 2024 ·
David Ireland
, Giovanni Montana