605 search results - page 70 / 121 » Markov Models for Biogeography-Based Optimization |
103
Voted
IJCAI
2007
15 years 2 months ago
2007
Markov Decision Processes are a powerful framework for planning under uncertainty, but current algorithms have difficulties scaling to large problems. We present a novel probabil...
123
Voted
AAAI
2011
14 years 18 days ago
2011
In environmental and natural resource planning domains actions are taken at a large number of locations over multiple time periods. These problems have enormous state and action s...
125
Voted
AMAI
2004
Springer
15 years 6 months ago
2004
Springer
This paper extends the framework of partially observable Markov decision processes (POMDPs) to multi-agent settings by incorporating the notion of agent models into the state spac...
124
Voted
PE
2011
Springer
14 years 7 months ago
2011
Springer
Performance and dependability evaluation of complex systems by means of dynamic stochastic models (e.g. Markov chains) may be impaired by the combinatorial explosion of their stat...
136
Voted
AIPS
2006
15 years 2 months ago
2006
Markov decision processes (MDPs) with discrete and continuous state and action components can be solved efficiently by hybrid approximate linear programming (HALP). The main idea ...