An Empirical Study of the Usefulness of State-Dependent Action Costs in Planning.
Sumitra CorrayaFlorian GeißerDavid SpeckRobert MattmüllerPublished in: KI (2019)
Keyphrases
- state dependent
- customer demand
- steady state
- setup cost
- optimal policy
- initial state
- stationary distribution
- action selection
- queueing networks
- product form
- optimal production
- arrival rate
- continuous state
- single server
- asymptotically optimal
- planning problems
- markov chain
- queue length
- service rates
- reinforcement learning
- production planning
- total cost
- production rate
- random walk
- state space