Markovian State and Action Abstractions for MDPs via Hierarchical MCTS.

Aijun Bai Siddharth Srivastava Stuart J. Russell

Published in: IJCAI (2016)

Keyphrases

state space
markov decision processes
initial state
action space
state transitions
linear programming
optimal policy
state variables
action sequences
factored mdps