Approximation a Reachability Area in the State Space for a Discrete Task.
Vitaly UshakovPublished in: CSOC (3) (2020)
Keyphrases
- state transition
- state space
- markovian decision
- continuous state spaces
- markov chain
- heuristic search
- reinforcement learning
- dynamic programming
- markov decision processes
- continuous functions
- search space
- state variables
- dynamical systems
- optimal policy
- basis functions
- planning problems
- approximation algorithms
- finite number
- goal state
- approximation error
- markov decision process
- approximation methods
- particle filter
- discrete version
- discrete geometry
- action space
- relative error
- initial state
- difference equations
- convex sets
- probability distribution
- error bounds
- special case
- multi agent
- multiscale
- polygonal approximation
- continuous data
- continuous domains
- reinforcement learning algorithms
- queueing networks
- real valued