Giovanni Montana

Venues

Frequent coauthors

Papers

1. Partial Action Replacement: Tackling Distribution Shift in Offline MARL
   AAAI 2026 ·

   Yue Jin

   DBLP profile ↗ORCID search ↗
2. Efficient Verified Unlearning For Distillation
   NeurIPS 2025 ·

   Yijun Quan

   DBLP profile ↗ORCID search ↗
3. Evaluation-Time Policy Switching for Offline Reinforcement Learning
   AAMAS 2025 ·

   Natinael Solomon Neggatu

   DBLP profile ↗ORCID search ↗
4. Investigating Relational State Abstraction in Collaborative MARL
   AAAI 2025 ·

   Sharlin Utke

   DBLP profile ↗ORCID search ↗
5. Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning
   ICLR 2025 ·

   Mianchu Wang

   DBLP profile ↗ORCID search ↗
6. Offline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study
   ECML-PKDD 2025 ·

   Alex Beeson

   DBLP profile ↗ORCID search ↗
7. Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs
   NeurIPS 2025 ·

   Mianchu Wang

   DBLP profile ↗ORCID search ↗
8. Uncertainty-Based Smooth Policy Regularisation for Reinforcement Learning with Few Demonstrations
   NeurIPS 2025 ·

   Yujie Zhu

   DBLP profile ↗ORCID search ↗
9. When Intrinsic Motivation Fails: Exploration Challenges in Decentralized MARL
   ECML-PKDD 2025 ·

   Ting Zhu

   DBLP profile ↗ORCID search ↗
10. Embracing Relational Reasoning in Multi-Agent Actor-Critic
    AAMAS 2024 ·

    Sharlin Utke

    DBLP profile ↗ORCID search ↗
11. REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
    ICLR 2024 ·

    David Ireland

    DBLP profile ↗ORCID search ↗