Single Item Auctions with Discrete Action Spaces: (Extended Abstract).
Yicheng LiuPingzhong TangPublished in: AAMAS (2016)
Keyphrases
- extended abstract
- single item
- combinatorial auctions
- continuous action
- action space
- continuous state
- winner determination
- lot sizing
- markov decision processes
- infinite horizon
- continuous state spaces
- resource allocation
- lead time
- state space
- reinforcement learning
- multi item
- upper bound
- long run
- finite horizon
- real valued
- approximation algorithms
- skill learning
- policy search
- stochastic processes
- optimal policy
- special case
- optimal control
- markov decision process
- finite state
- mathematical programming
- bidding strategies
- action selection
- auction mechanisms
- state variables
- random variables
- markov chain