Ronen I. Brafman
9 papers · 2002–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (23) π Cross-Pollinator (8)
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Conferences
IJCAI (4)
JMLR (3)
AAAI (2)
Top co-authors
Keywords
monte carlo tree search
(2)
temporal logic
(2)
markov decision process
(2)
temporal planning
(1)
automata learning
(1)
sequential optimization
(1)
policy learning
(1)
online planning
(1)
exploration exploitation
(1)
model-based reinforcement learning
(1)
reward function
(1)
stochastic process
(1)
multi-agent planning
(1)
probabilistic programming
(1)
partial observability
(1)
value function
(1)
automated planning
(1)
polynomial time
(1)
complexity bound
(1)
probabilistic inference
(1)
Papers
Online Planning in MDPs with Stochastic Durative Actions
IJCAI 2025
Probabilistic Programs as an Action Description Language
AAAI 2023
Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability
AAAI 2021
Learning and Solving Regular Decision Processes
IJCAI 2020
Regular Decision Processes: A Model for Non-Markovian Domains
IJCAI 2019
Planning for LTLf /LDLf Goals in Non-Markovian Fully Observable Nondeterministic Domains
IJCAI 2019
Multi-Agent Reinforcement Learning in Common Interest and Fixed Sum Stochastic Games: An Experimental Study
JMLR 2008
An MDP-Based Recommender System
JMLR 2005
R-MAX - A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning
JMLR 2002