A Hybrid POMDP-BDI Agent Architecture with Online Stochastic Planning and Desires with Changing Intensity Levels.
Gavin RensThomas Andreas MeyerPublished in: ICAART (Revised Selected Papers) (2015)
Keyphrases
- agent architecture
- intensity levels
- mental attitudes
- bdi model
- belief desire intention
- intelligent agents
- mental states
- bdi agents
- multi agent systems
- bdi architecture
- planning problems
- partially observable markov decision processes
- software agents
- belief space
- model free reinforcement learning
- partially observable markov decision process
- partially observable
- belief state
- markov decision processes
- dynamical systems
- state space
- multi agent
- formal semantics
- partial observability
- reinforcement learning
- agent model
- optimal policy
- learning algorithm
- layered architecture
- cooperative