Combining Self-motivation with Logical Planning and Inference in a Reward-seeking Agent.
Daphne LiuLenhart K. SchubertPublished in: ICAART (2) (2010)
Keyphrases
- decision theoretic
- stochastic domains
- action selection
- semantic web service composition
- reinforcement learning
- external events
- reward function
- multi agent
- reactive agents
- world model
- learning agent
- intelligent agents
- plan execution
- multi agent systems
- decision making
- representing knowledge
- multiple agents
- heuristic search
- multiagent systems
- planning process
- software agents
- state space
- action selection mechanism
- agent receives
- dynamic logic
- goal directed
- single agent
- planning problems
- information gathering
- inference process
- partially observable
- markov decision processes
- dynamic bayesian networks
- agent model
- expected reward
- pedagogical agents
- discounted reward
- mobile agents
- human users
- partially observable markov decision process
- probabilistic inference
- autonomous agents
- reasoning process