Mixed Integer Linear Programming for Exact Finite-Horizon Planning in Decentralized Pomdps.
Raghav ArasAlain DutechFrançois CharpilletPublished in: ICAPS (2007)
Keyphrases
- infinite horizon
- mixed integer linear programming
- production planning
- dec pomdps
- finite horizon
- optimal policy
- partially observable
- markov decision processes
- partially observable markov decision processes
- optimal control
- long run
- dynamic programming
- state space
- average cost
- markov decision process
- markov decision problems
- decision problems
- reinforcement learning
- mixed integer nonlinear programming
- mathematical programming
- branch and bound algorithm
- cutting plane
- approximate solutions
- exact solution
- knapsack problem
- multistage
- expected reward
- multi agent