Starcraft ii: A new challenge for reinforcement learning
This paper introduces SC2LE (StarCraft II Learning Environment), a reinforcement learning
environment based on the StarCraft II game. This domain poses a new grand challenge for
reinforcement learning, representing a more difficult class of problems than considered in
most prior work. It is a multi-agent problem with multiple players interacting; there is
imperfect information due to a partially observed map; it has a large action space involving
the selection and control of hundreds of units; it has a large state space that must be …
environment based on the StarCraft II game. This domain poses a new grand challenge for
reinforcement learning, representing a more difficult class of problems than considered in
most prior work. It is a multi-agent problem with multiple players interacting; there is
imperfect information due to a partially observed map; it has a large action space involving
the selection and control of hundreds of units; it has a large state space that must be …
[CITATION][C] Starcraft ii: A new challenge for reinforcement learning. arXiv 2017
O Vinyals, T Ewalds, S Bartunov, P Georgiev… - arXiv preprint arXiv:1708.04782
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