dqnroute/launches/conveyor_network_launches/launch_pq.yaml at master · ctlab/dqnroute · GitHub

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network:
  - {u: 13, v: 2, latency: 1, bandwidth: 10240}
  - {u: 11, v: 0, latency: 1, bandwidth: 10240}
  - {u: 12, v: 1, latency: 1, bandwidth: 10240}
  - {u: 2, v: 3, latency: 1, bandwidth: 10240}
  - {u: 0, v: 3, latency: 1, bandwidth: 10240}
  - {u: 0, v: 4, latency: 1, bandwidth: 10240}
  - {u: 0, v: 6, latency: 1, bandwidth: 10240}
  - {u: 1, v: 3, latency: 1, bandwidth: 10240}
  - {u: 1, v: 4, latency: 1, bandwidth: 10240}
  - {u: 1, v: 6, latency: 1, bandwidth: 10240}
  - {u: 3, v: 14, latency: 1, bandwidth: 10240}
  - {u: 3, v: 5, latency: 1, bandwidth: 10240}
  - {u: 4, v: 5, latency: 1, bandwidth: 10240}
  - {u: 4, v: 9, latency: 1, bandwidth: 10240}
  - {u: 6, v: 7, latency: 1, bandwidth: 10240}
  - {u: 7, v: 8, latency: 1, bandwidth: 10240}
  - {u: 8, v: 9, latency: 1, bandwidth: 10240}
  - {u: 9, v: 10, latency: 1, bandwidth: 10240}
  - {u: 5, v: 14, latency: 1, bandwidth: 10240}
  - {u: 5, v: 10, latency: 1, bandwidth: 10240}
  - {u: 10, v: 14, latency: 1, bandwidth: 10240}

settings:
  pkg_distr:
    sequence:
      - {pkg_number: 600, delta: 4, sources: [11, 12, 13], dests: [14], simult_sources: 3}
  router_env:
    pkg_process_delay: 1
  router:
    simple_q:
      learning_rate: 0.5
    pred_q:
      learning_rate: 1.0
      beta: 0.7
      gamma: 0.9
    dqn: &dqn
      optimizer: 'rmsprop'
      activation: 'relu'
      layers: [64, 64]
      additional_inputs:
        - tag: 'amatrix'
      batch_size: 1
      mem_capacity: 1
    dqn_oneout:
      <<: *dqn
    dqn_emb:
      <<: *dqn
      additional_inputs: []
      embedding:
        alg: 'lap'
        dim: 4