Artificial Intelligence & Probabilistic Reasoning Lab
한국과학기술원 본교(제1캠퍼스) 김재철AI대학원
김기응 교수
Multi-Agent Systems
Policy Optimization
Reinforcement Learning
발행물
전체 논문
130
121
Exploration in Gradient-based Reinforcement Learning
Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim
MIT, AI Memo(2001-003), 2001
122
Approximate Solutions to Factored Markov Decision Processes via Greedy Search in the Space of Finite State Controllers
Kee-Eung Kim, Thomas Dean, Nicolas Meuleau
Proceedings of the Fifth International Conference on Artificial Intelligence in Planning and Scheduling (AIPS), 2000
123
Learning to Cooperate via Policy Search
Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling
Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI), 2000
124
Linear Algebra in Very High-Dimension Vector Spaces With an Application to Solving Markov Decision Processes
Kee-Eung Kim, Thomas Dean, Samuel Hazlehurst
Neural Computing Surveys, 2000
125
Linear Algebra in Very High-Dimension Vector Spaces: Algorithms and Data Structures for Implementing Exact and Approximate Solution Methods
Kee-Eung Kim, Thomas Dean, Samuel Hazlehurst
Department of Computer Science, Brown University, Technical Report(CS-00-02), 2000
126
High-Dimension Vector Spaces: Algorithms and Data Structures for Implementing Exact and Approximate Solution Methods
Department of Computer Science, Brown University
Technical Report(CS-00-02), 2000
127
Learning Finite-State Controllers for Partially Observable Environments
Nicolas Meuleau, Leonid Peshkin, Kee-Eung Kim, Leslie Pack Kaelbling
UAI, 1999
128
Solving POMDPs by Searching the Space of Finite Policies
Nicolas Meuleau, Kee-Eung Kim, Leslie Pack Kaelbling, Anthony R. Cassandra
UAI, 1999
129
Solving Very Large Weakly Coupled Markov Decision Processes
Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, Leonid Peshkin, Leslie Pack Kaelbling, Thomas Dean, Craig Boutilier
AAAI, 1998
130
Solving Planning Problems with Large State and Action Spaces
Thomas Dean, Kee-Eung Kim, Robert Givan
AIPS, 1998