Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation.
Aditya MateBryan WilderAparna TanejaMilind TambePublished in: CoRR (2023)
Keyphrases
- resource allocation
- policy evaluation
- least squares
- resource allocation problems
- temporal difference
- optimal resource allocation
- reinforcement learning
- distributed resource allocation
- function approximation
- combinatorial auctions
- allocation problems
- resource allocation decisions
- monte carlo
- scarce resources
- machine learning
- model free
- markov decision processes
- semi parametric
- linear programming
- special case