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» Efficient Reinforcement Learning
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106
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IJCAI
2003
15 years 2 months ago
Use of Off-line Dynamic Programming for Efficient Image Interpretation
An interpretation system finds the likely mappings from portions of an image to real-world objects. An interpretation policy specifies when to apply which imaging operator, to whi...
Ramana Isukapalli, Russell Greiner
ECML
2003
Springer
15 years 6 months ago
Iteratively Extending Time Horizon Reinforcement Learning
Damien Ernst, Pierre Geurts, Louis Wehenkel
101
Voted
ICRA
1995
IEEE
123views Robotics» more  ICRA 1995»
15 years 4 months ago
Vision-Based Reinforcement Learning for Purposive Behavior Acquisition
This paper presents a method of vision-based reinforcement learning by which a robot learns to shoot a ball into a goal, and discusses several issues in applying the reinforcement...
Minoru Asada, Shoichi Noda, Sukoya Tawaratsumida, ...
113
Voted
NETWORKING
2007
15 years 2 months ago
Reinforcement Learning-Based Load Shared Sequential Routing
We consider event dependent routing algorithms for on-line explicit source routing in MPLS networks. The proposed methods are based on load shared sequential routing in which load ...
Fariba Heidari, Shie Mannor, Lorne Mason
86
Voted
ATAL
2009
Springer
15 years 7 months ago
SarsaLandmark: an algorithm for learning in POMDPs with landmarks
Reinforcement learning algorithms that use eligibility traces, such as Sarsa(λ), have been empirically shown to be effective in learning good estimated-state-based policies in pa...
Michael R. James, Satinder P. Singh