387 search results - page 10 / 78 » Improving Reinforcement Learning by Using Case Based Heurist... |
TSMC
1998
14 years 9 months ago
1998
Abstract—We present a general scheme for learning sensorimotor tasks which allows rapid on-line learning and generalization of the learned knowledge to unfamiliar objects. The sc...
ITS
2004
Springer
2004
Springer
Combining Heuristics and Formal Methods in a Tool for Supporting Simulation-Based Discovery Learning
15 years 3 months ago
Abstract. This paper describes the design of a tool to support learners in simulation-based discovery learning environments. The design redesigns and extents a previous tool to ove...
75
Voted
ICML
2003
IEEE
15 years 2 months ago
2003
IEEE
Shaping can be an effective method for improving the learning rate in reinforcement systems. Previously, shaping has been heuristically motivated and implemented. We provide a for...
101
click to vote
IJSNET
2006
14 years 9 months ago
2006
:This paper introduces RL-MAC, a novel adaptive MediaAccess Control (MAC) protocol for Wireless Sensor Networks (WSN) that employs a reinforcement learning framework. Existing sche...
IJCAI
2007
14 years 11 months ago
2007
As any other problem solving task that employs search, AI Planning needs heuristics to efficiently guide the problem-space exploration. Machine learning (ML) provides several tec...