Deep Reinforcement Learning for Sequential Combinatorial Auctions.
Sai Srivatsa RavindranathZhe FengDi WangManzil ZaheerAranyak MehtaDavid C. ParkesPublished in: CoRR (2024)
Keyphrases
- combinatorial auctions
- reinforcement learning
- winner determination
- resource allocation
- single item
- multi item
- multi unit combinatorial auctions
- approximation algorithms
- mechanism design
- multi unit
- special case
- state space
- set covering
- mathematical programming
- multi agent
- optimal policy
- np hard
- bidding strategies
- test bed
- optimal control
- learning algorithm
- markov decision processes
- graphical models
- scheduling problem
- decision making