An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs.
Raghav ArasAlain DutechPublished in: J. Artif. Intell. Res. (2010)
Keyphrases
- mathematical programming
- dec pomdps
- infinite horizon
- finite horizon
- optimal policy
- linear programming
- dynamic programming
- markov decision processes
- optimal control
- long run
- production planning
- partially observable
- combinatorial optimization
- partially observable markov decision processes
- markov decision process
- mixed integer linear
- average cost
- control policies
- multi agent
- lead time
- state space
- linear program
- reinforcement learning
- robust optimization
- distributed constraint optimization
- finite state
- finite number
- vehicle routing problem
- control strategy
- dynamical systems
- multistage
- state dependent
- special case
- expected reward