An MDP-Based Winning Approach to Autonomous Power Trading: Formalization and Empirical Analysis.
Daniel UrieliPeter StonePublished in: AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Keyphrases
- empirical analysis
- empirical studies
- theoretical analysis
- markov decision processes
- electricity markets
- power consumption
- stock index
- electronic commerce
- optimal policy
- state space
- utility function
- listed companies
- knowledge representation
- operational semantics
- cooperative
- heuristic search
- formal model
- finite state
- supply chain
- autonomous navigation
- dynamic programming
- autonomous learning
- long term