Point-based backup for decentralized POMDPs: complexity and new algorithms.
Akshat KumarShlomo ZilbersteinPublished in: AAMAS (2010)
Keyphrases
- computational complexity
- distributed constraint optimization
- computational cost
- learning algorithm
- worst case
- reinforcement learning
- high computational complexity
- orders of magnitude
- computationally efficient
- point based value iteration
- lower complexity
- optimization problems
- theoretical analysis
- cooperative
- convergence rate
- data structure
- multi agent
- neural network
- peer to peer
- lower bound
- machine learning algorithms
- markov decision processes
- memory requirements
- space complexity
- theoretical justification
- database