Shlomo Zilberstein
- The Complexity of Decentralized Control of Markov Decision Processes
2002/11/01 by Daniel S. Bernstein, Robert Givan, Neil Immerman +1 · 80 citations
Computer Science · #Optimization and Search Problems #Formal Methods in Verification #Reinforcement Learning in Robotics
- The Complexity of Decentralized Control of Markov Decision Processes
2013/01/16 by Daniel S. Bernstein, Daniel S Bernstein, Shlomo Zilberstein +4 · 44 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Optimization and Search Problems #Reinforcement Learning in Robotics #cs.AI
- Feature Selection Using Regularization in Approximate Linear Programs\n for Markov Decision Processes
2010/05/11 by Marek Petrik, Gavin Taylor, Petrik, Marek +6 · 2 citations
Computer Science · Engineering · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Water resources management and optimization
- MAA*: A Heuristic Search Algorithm for Solving Decentralized POMDPs
2012/07/04 by Daniel Szer, Szer, Daniel, Francois Charpillet +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Improved Memory-Bounded Dynamic Programming for Decentralized POMDPs
2012/06/20 by Sven Seuken, Seuken, Sven, Shlomo Zilberstein +1 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Optimization and Search Problems #Reinforcement Learning in Robotics #cs.AI
- Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL
2022/06/06 by Abhinav Bhatia, Philip S. Thomas, Bhatia, Abhinav +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics #Software Engineering Research
- Dense Crowd Flow-Informed Path Planning
2022/06/01 by Emily Pruc, Shlomo Zilberstein, Pruc, Emily +3 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Traffic control and management
- Training Language Models to Cooperate with Inference-Time Controllers
2026/07/26 by Moumita Choudhury, Vanshaj Khattar, Jing Liu +4
Computer Science · #cs.AI