Giovanni Montana
9 papers · 2020–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (20)
π§¬
Topic Evolution
π
Grand Slam
π
Renaissance Researcher
(7)
Top co-authors
Research topics
Reinforcement Learning
(7)
Methods
(7)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(3)
Learning Types
(3)
Applications Β· Reinforcement Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Applications Β· Computer Science
(1)
Keywords
reinforcement learning
(3)
offline reinforcement learning
(2)
chest x-ray
(2)
imitation learning
(1)
markov decision process
(1)
model-based reinforcement learning
(1)
sample efficiency
(1)
ensemble learning
(1)
multi-label classification
(1)
policy learning
(1)
off-policy learning
(1)
trajectory optimization
(1)
robotic manipulation
(1)
distribution shift
(1)
semantic segmentation
(1)
vertex cover
(1)
gaussian mixture model
(1)
behavior policy
(1)
sparse reward
(1)
multi-agent reinforcement learning
(1)
Papers
Partial Action Replacement: Tackling Distribution Shift in Offline MARL
AAAI 2026
Investigating Relational State Abstraction in Collaborative MARL
AAAI 2025
Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning
ICLR 2025
A Multi-Task Transformer Model for Fine-grained Labelling of Chest X-Ray Reports
COLING 2024
Automated ranking of chest x-ray radiological finding severity in a binary label setting
MIDL 2024
REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
ICLR 2024
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation
ICML 2022
Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning
ICML 2021
PlanGAN: Model-based Planning With Sparse Rewards and Multiple Goals
NeurIPS 2020