On the utility of sparse neural representations in adaptive behaving agents.
Thusitha N. ChandrapalaBertram E. ShiJochen TrieschPublished in: IJCNN (2015)
Keyphrases
- adaptive behavior
- multi agent systems
- multiagent systems
- multi agent
- neural network
- multiple agents
- autonomous agents
- intelligent agents
- neural fuzzy
- internal representations
- sparse representation
- dynamic environments
- distributed representations
- cooperative
- mobile agents
- learning capabilities
- network architecture
- complex environments
- agent systems
- sparse data
- agent architecture
- agent model
- software agents
- utility function
- decision making
- decision theoretic
- symbolic representation
- associative memory
- sparse coding
- expected utility
- incomplete information
- reasoning process
- decision problems
- social welfare
- agent interactions
- high dimensional