Natural Language Processing in Policy Evaluation: Extracting Policy Conditions from IMF Loan Agreements.
Joakim ÅkerströmAdel DaoudRichard JohanssonPublished in: NODALIDA (2019)
Keyphrases
- policy evaluation
- natural language processing
- least squares
- reinforcement learning
- monte carlo
- temporal difference
- policy iteration
- markov decision processes
- model free
- function approximation
- sufficient conditions
- optimal policy
- machine learning
- variance reduction
- information extraction
- semi parametric
- text mining
- partially observable markov decision processes
- decision process
- fixed point
- statistical inference
- markov decision problems
- markov decision process
- finite state
- reinforcement learning algorithms
- optimal control
- state space