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Single-Agent vs. Multi-Agent Techniques for Concurrent Reinforcement Learning of Negotiation Dialogue Policies.
Kallirroi Georgila
Claire Nelson
David R. Traum
Published in:
ACL (1) (2014)
Keyphrases
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single agent
multi agent
reinforcement learning
hierarchical reinforcement learning
multi agent coordination
optimal policy
interaction protocols
action space
control policies
policy iteration algorithm
multi agent systems
multiagent reinforcement learning
multiple agents
reinforcement learning agents
partially observable markov decision processes
cooperative
learning agents
multiagent systems
multi agent environments
reward function
dec pomdps
control policy
model free
function approximation
markov decision process
window search
continuous state
markov decision processes
decision problems
autonomous agents
software agents
reinforcement learning algorithms
stochastic games
state abstraction
state space
markov decision problems
learning agent
learning algorithm
finite state
machine learning
multiagent learning
reinforcement learning methods
temporal difference
partially observable
dynamic programming