Measuring the Reliability of Reinforcement Learning Algorithms.
Stephanie C. Y. ChanSam FishmanJohn F. CannyAnoop KorattikaraSergio GuadarramaPublished in: CoRR (2019)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- state space
- markov decision processes
- model free
- reinforcement learning methods
- eligibility traces
- function approximation
- reinforcement learning problems
- temporal difference
- dynamic environments
- policy search
- reward function
- stochastic games
- learning algorithm
- partially observable environments
- generative model
- tabula rasa