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» Properties of state spaces and their applications
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AMAI
2004
Springer
15 years 11 months ago
A Framework for Sequential Planning in Multi-Agent Settings
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...
Piotr J. Gmytrasiewicz, Prashant Doshi
ISMVL
2008
IEEE
126views Hardware» more  ISMVL 2008»
16 years 17 days ago
Betweenness, Metrics and Entropies in Lattices
We investigate a class of metrics on lattices that are compatible with the partial order defined by the lattice using the ternary relation of betweenness that can be naturally de...
Dan A. Simovici
NIPS
2007
15 years 7 months ago
What makes some POMDP problems easy to approximate?
Point-based algorithms have been surprisingly successful in computing approximately optimal solutions for partially observable Markov decision processes (POMDPs) in high dimension...
David Hsu, Wee Sun Lee, Nan Rong
CORR
2010
Springer
204views Education» more  CORR 2010»
15 years 4 months ago
Predictive State Temporal Difference Learning
We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...
Byron Boots, Geoffrey J. Gordon
MEMBRANE
2004
Springer
15 years 11 months ago
Evolution and Oscillation in P Systems: Applications to Biological Phenomena
Some computational aspects and behavioral patterns of P systems are considered, emphasizing dynamical properties that turn useful in characterizing the behavior of biological and b...
Vincenzo Manca, Luca Bianco, Federico Fontana