13 search results - page 3 / 3 » Point-Based Value Iteration for Continuous POMDPs |
ATAL
2006
Springer
13 years 9 months ago
2006
Springer
We present a method for transforming the infinite interactive state space of interactive POMDPs (I-POMDPs) into a finite one, thereby enabling the computation of exact solutions. ...
UAI
2004
13 years 7 months ago
2004
In this paper, we propose a new lower approximation scheme for POMDP with discounted and average cost criterion. The approximating functions are determined by their values at a fi...
AMAI
2004
Springer
13 years 11 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...