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Adaptive Agents in Minecraft: A Hybrid Paradigm for Combining Domain Knowledge with Reinforcement Learning.
Priyam Parashar
Bradley Sheneman
Ashok K. Goel
Published in:
AAMAS Workshops (Visionary Papers) (2017)
Keyphrases
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domain knowledge
reinforcement learning
multi agent
learning capabilities
multi agent systems
learning agents
adaptive behavior
learned knowledge
multiagent systems
action selection
multiple agents
multi agent reinforcement learning
agent architecture
autonomous agents
agent receives
model free
intelligent agents
knowledge sources
function approximation
robocup soccer
coalition formation
learning algorithm
learning agent
background knowledge
reinforcement learning agents
mobile agents
partial observability
single agent
cooperative
reasoning process
neural network
decision making
software agents
dynamic environments
electronic commerce
agent systems
artificial agents
machine learning
human users
agent technology
incomplete information