Reliable Off-Policy Evaluation for Reinforcement Learning.
Jie WangRui GaoHongyuan ZhaPublished in: Oper. Res. (2024)
Keyphrases
- policy evaluation
- reinforcement learning
- temporal difference
- least squares
- model free
- function approximation
- markov decision processes
- policy iteration
- monte carlo
- td learning
- variance reduction
- semi parametric
- optimal policy
- reinforcement learning algorithms
- partially observable markov decision processes
- linear model
- state space
- action selection
- statistical inference
- multi agent
- transfer learning
- dynamic programming
- artificial neural networks
- neural network