A Natural Language Argumentation Interface for Explanation Generation in Markov Decision Processes.
Thomas DodsonNicholas MatteiJudy GoldsmithPublished in: ADT (2011)
Keyphrases
- markov decision processes
- natural language
- finite state
- optimal policy
- state space
- dynamic programming
- reinforcement learning
- transition matrices
- finite horizon
- state and action spaces
- action space
- decision theoretic planning
- average cost
- policy iteration
- planning under uncertainty
- factored mdps
- model based reinforcement learning
- reinforcement learning algorithms
- decision processes
- infinite horizon
- reachability analysis
- machine learning
- risk sensitive
- markov decision process
- partially observable
- semi markov decision processes
- decision diagrams
- search algorithm
- knowledge representation