Risk-Sensitive Policies for Sustainable Renewable Resource Allocation.
Stefano ErmonJon ConradCarla P. GomesBart SelmanPublished in: IJCAI (2011)
Keyphrases
- resource allocation
- risk sensitive
- control policies
- markov decision problems
- markov decision processes
- optimal policy
- optimal control
- optimality criterion
- utility function
- average cost
- reinforcement learning
- optimal resource allocation
- resource allocation problems
- model free
- control system
- control policy
- linear programming
- action space
- allocation problems
- motion control
- partially observable
- markov decision process
- dynamic programming
- decision processes
- expected utility
- control strategies
- decision theoretic
- state space
- partially observable markov decision processes
- machine learning
- combinatorial auctions
- resource allocation decisions
- finite horizon
- efficient optimization
- finite state