IMPaCT: Interval MDP Parallel Construction for Controller Synthesis of Large-Scale Stochastic Systems.
Ben WoodingAbolfazl LavaeiPublished in: CoRR (2024)
Keyphrases
- controller synthesis
- stochastic systems
- autonomic computing systems
- closed loop
- control system
- stochastic models
- markov decision processes
- multi agent
- control algorithm
- markov decision process
- reinforcement learning
- sample path
- confidence intervals
- policy iteration
- linear programming
- optimal solution
- finite state
- probability distribution
- control method
- chaotic systems
- average reward
- dynamic programming
- asymptotic analysis
- learning algorithm
- state space
- optimal policy
- feature selection