Guy Shani
6 papers · 2005–2021 · 4 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 ↓+5 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(5)
π
Keyword Champion
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types
(4)
Artificial Intelligence
(3)
Core AI
(3)
Data Science & Analytics
(2)
Reinforcement Learning
(2)
Applications Β· Data Science & Analytics
(2)
Core Methods
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Applications Β· Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Methods
(1)
Keywords
recommender system
(3)
multi-agent planning
(2)
matrix factorization
(1)
collaborative filtering
(1)
constraint optimization
(1)
policy learning
(1)
markov decision process
(1)
optimization
(1)
value function
(1)
partially observable markov decision process
(1)
sequential optimization
(1)
fault recovery
(1)
decision making under uncertainty
(1)
partial observability
(1)
fault tolerance
(1)
evaluation metric
(1)
model checking
(1)
personalized recommendation
(1)
privacy-preserving planning
(1)
collaborative planning
(1)
Papers
Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability
AAAI 2021
Intelligent Recommendations for Citizen Science
AAAI 2021
Advances and Challenges in Privacy Preserving Planning
IJCAI 2018
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks
JMLR 2009
Improving Existing Fault Recovery Policies
NeurIPS 2009
An MDP-Based Recommender System
JMLR 2005