Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation.
Aditya MateBryan WilderAparna TanejaMilind TambePublished in: ICML (2023)
Keyphrases
- resource allocation
- policy evaluation
- least squares
- resource allocation problems
- monte carlo
- reinforcement learning
- model free
- optimal resource allocation
- resource allocation and scheduling
- allocation problems
- function approximation
- temporal difference
- scarce resources
- resource allocation decisions
- distributed resource allocation
- markov decision processes
- policy iteration
- variance reduction
- combinatorial auctions