Communication-based cooperative tasks: how the language expressiveness affects reinforcement learning.

Jacopo Talamini Eric Medvet Alberto Bartoli

Published in: SAC (2019)

Keyphrases

cooperative
reinforcement learning
transfer learning
multi agent
language learning
multi agent systems
fully distributed
expressive power

programming language
distributed control
communication systems
object oriented
state space
natural language
communication networks
function approximation

communication protocol
information sharing
multi agent reinforcement learning
solve complex tasks
human communication
agent communication
markov decision processes

previously learned
model free
communication channels
neural network
natural language processing
knowledge representation
learning algorithm