Conformal Prediction Intervals for Markov Decision Process Trajectories.
Thomas G. DietterichJesse HostetlerPublished in: CoRR (2022)
Keyphrases
- markov decision process
- prediction intervals
- regression model
- confidence level
- travel time
- state space
- markov decision processes
- reinforcement learning
- optimal policy
- linear regression model
- infinite horizon
- initial state
- moving objects
- probability distribution
- prediction error
- regression methods
- road network
- confidence intervals
- dynamic programming
- transition probabilities
- lower bound
- reward function
- data mining
- cost function
- phase space
- search algorithm
- machine learning