Against Optimality: Logical Foundations for Decision-Theoretic Planning in Autonomous Agents.
John L. PollockPublished in: Comput. Intell. (2006)
Keyphrases
- autonomous agents
- logical foundations
- decision theoretic planning
- markov decision processes
- multi agent systems
- active databases
- dynamic environments
- incomplete information
- multi agent
- average cost
- multiagent systems
- average reward
- probabilistic planning
- dec pomdps
- optimal solution
- planning under uncertainty
- dynamic programming
- reinforcement learning
- orders of magnitude
- markov decision problems
- cooperative
- optimal policy
- state space
- markov decision process