Offload (only) the right jobs: Robust offloading using the Markov decision processes.
Esa HyytiäThrasyvoulos SpyropoulosJörg OttPublished in: WOWMOM (2015)
Keyphrases
- markov decision processes
- state space
- optimal policy
- finite state
- transition matrices
- reinforcement learning
- dynamic programming
- model based reinforcement learning
- finite horizon
- policy iteration
- decision theoretic planning
- action space
- average cost
- decision processes
- average reward
- factored mdps
- reachability analysis
- markov decision process
- reinforcement learning algorithms
- infinite horizon
- partially observable
- planning under uncertainty
- risk sensitive
- reward function
- action sets
- decision problems
- semi markov decision processes
- markov chain
- lower bound