Doran Chakraborty

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4ranked-venue papers

4as first author

0since 2021 · last 2014

—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 4 · 4 first-authorDatabases, data management, data science and information retrieval · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence

2 papers

Reinforcement learning · 27% Probabilistic and Bayesian machine learning · 27% Multi-agent systems · 23%

Topics — the 4 heaviest of 4, each with the papers that count most for it

Topic	Weight	Papers	Last	Evidence papers
Machine learning › Reinforcement learning › markov decision process factored markov decision process	0.1	1	2011	Structure Learning in Ergodic Factored MDPs without Knowledge of the Transition Function's In-Degree · ICML 2011
Machine learning › Probabilistic and Bayesian machine learning › structured models › graphical models structure learning	0.1	1	2011	Structure Learning in Ergodic Factored MDPs without Knowledge of the Transition Function's In-Degree · ICML 2011
Knowledge, reasoning and agents › Multi-agent systems multi-agent learning	0.1	1	2010	Convergence, Targeted Optimality, and Safety in Multiagent Learning · ICML 2010
Machine learning › Trustworthy machine learning › AI safety safe learning	0.1	1	2010	Convergence, Targeted Optimality, and Safety in Multiagent Learning · ICML 2010

Year	Publication	Venue	Position
2014	Multiagent learning in the presence of memory-bounded agents Doran Chakraborty, Peter Stone 0001	Auton. Agents Multi Agent Syst.	1
2011	Structure Learning in Ergodic Factored MDPs without Knowledge of the Transition Function's In-Degree Doran Chakraborty, Peter Stone 0001	ICML	1
2010	Convergence, Targeted Optimality, and Safety in Multiagent Learning Doran Chakraborty, Peter Stone 0001	ICML	1
2008	Online Multiagent Learning against Memory Bounded Adversaries Doran Chakraborty, Peter Stone 0001	ECML/PKDD (1)	1