Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces.
Garrett WarnellNicholas R. WaytowichVernon LawhernPeter StonePublished in: AAAI (2018)
Keyphrases
- high dimensional
- state space
- multi agent systems
- multi agent
- intelligent agents
- conversational agents
- similarity search
- reward shaping
- low dimensional
- high dimensional data
- mobile agents
- multiple agents
- decision making
- multiagent systems
- reinforcement learning algorithms
- dimensionality reduction
- nearest neighbor
- learning agent
- state abstraction
- agent technology
- agent architecture
- high dimensional state space
- user friendly
- markov chain
- virtual reality
- autonomous agents
- user interaction
- sparse data
- learning algorithm
- markov decision process
- agent systems
- partially observable
- particle filter
- agent model
- variable selection
- parameter space
- microarray data
- heuristic search
- pedagogical agents
- belief state
- decision theoretic
- computer graphics
- single agent
- artificial agents
- multi dimensional
- feature space
- reinforcement learning