An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs.
Raghav ArasAlain DutechPublished in: CoRR (2014)
Keyphrases
- mathematical programming
- dec pomdps
- infinite horizon
- finite horizon
- optimal policy
- markov decision processes
- linear programming
- dynamic programming
- optimal control
- long run
- markov decision process
- production planning
- partially observable
- partially observable markov decision processes
- combinatorial optimization
- expected reward
- reinforcement learning
- lead time
- state space
- control policies
- average cost
- mixed integer linear
- distributed constraint optimization
- decision problems
- robust optimization
- multistage
- multi agent
- search algorithm
- machine learning
- controlled tabular adjustment