Index

A

action_space() (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment method) (cognac.env.SysAdmin.env.SysAdminNetworkEnvironment method)

B

BaseNetworkedEnv (class in cognac.core.BaseEnv)

BaseReward (class in cognac.core.BaseReward)

C

capture_frame() (cognac.utils.visualization.GifRenderingWrapper method) CentralizedDQNAgent (class in cognac.centralized_dql) CentralizedQLearningAgent (class in cognac.centralized_qlearning) cognac module cognac.centralized_dql module cognac.centralized_qlearning module cognac.core module cognac.core.BaseEnv module cognac.core.BaseReward module cognac.decentralized_reinforce module cognac.env module cognac.env.BinaryConsensus module cognac.env.BinaryConsensus.env module cognac.env.BinaryConsensus.rewards module

cognac.env.FirefightingGraph module cognac.env.FirefightingGraph.env module cognac.env.FirefightingGraph.rewards module cognac.env.SysAdmin module cognac.env.SysAdmin.env module cognac.env.SysAdmin.rewards module cognac.idql module cognac.reinforce module cognac.utils module cognac.utils.graph_utils module cognac.utils.visualization module BinaryConsensusNetworkEnvironment (class in cognac.env.BinaryConsensus.env)

D

decentralized_reinforce() (in module cognac.decentralized_reinforce)

DeepQNetwork (class in cognac.centralized_dql)

E

encode_state() (in module cognac.idql)

F

FactoredRewardModel (class in cognac.env.BinaryConsensus.rewards) forward() (cognac.centralized_dql.DeepQNetwork method) (cognac.decentralized_reinforce.PolicyNetwork method) (cognac.reinforce.PolicyNetwork method)

G

generate_coordination_graph() (in module cognac.utils.graph_utils) generate_dag_influence_matrix() (in module cognac.utils.graph_utils) generate_deterministic_matrix() (in module cognac.utils.graph_utils) generate_gif() (cognac.utils.visualization.GifRenderingWrapper method) generate_influence_matrix() (in module cognac.utils.graph_utils) get_action_index() (cognac.centralized_qlearning.CentralizedQLearningAgent method)

get_consensus_value() (cognac.env.BinaryConsensus.rewards.FactoredRewardModel method) get_majority_value() (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment method) get_obs() (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment method) (cognac.env.SysAdmin.env.SysAdminNetworkEnvironment method) get_state_index() (cognac.centralized_qlearning.CentralizedQLearningAgent method) GifRenderingWrapper (class in cognac.utils.visualization)

I

IndependentQLearningAgents (class in cognac.idql)

M

metadata (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment attribute) (cognac.env.SysAdmin.env.SysAdminNetworkEnvironment attribute) module cognac cognac.centralized_dql cognac.centralized_qlearning cognac.core cognac.core.BaseEnv cognac.core.BaseReward cognac.decentralized_reinforce cognac.env cognac.env.BinaryConsensus cognac.env.BinaryConsensus.env cognac.env.BinaryConsensus.rewards cognac.env.FirefightingGraph cognac.env.FirefightingGraph.env cognac.env.FirefightingGraph.rewards cognac.env.SysAdmin cognac.env.SysAdmin.env cognac.env.SysAdmin.rewards cognac.idql cognac.reinforce cognac.utils cognac.utils.graph_utils cognac.utils.visualization

O

observation_space() (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment method) (cognac.env.SysAdmin.env.SysAdminNetworkEnvironment method)

P

plot_influence_graph() (in module cognac.utils.graph_utils)

PolicyNetwork (class in cognac.decentralized_reinforce) (class in cognac.reinforce)

R

REINFORCEAgent (class in cognac.decentralized_reinforce) (class in cognac.reinforce) render() (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment method) (cognac.env.SysAdmin.env.SysAdminNetworkEnvironment method) reset() (cognac.core.BaseReward.BaseReward method) (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment method) (cognac.env.BinaryConsensus.rewards.RewardWInitTarget method) (cognac.env.SysAdmin.env.SysAdminNetworkEnvironment method) (cognac.utils.visualization.GifRenderingWrapper method)

RewardWInitTarget (class in cognac.env.BinaryConsensus.rewards)

S

select_action() (cognac.centralized_dql.CentralizedDQNAgent method) (cognac.centralized_qlearning.CentralizedQLearningAgent method) (cognac.decentralized_reinforce.REINFORCEAgent method) (cognac.idql.IndependentQLearningAgents method) (cognac.reinforce.REINFORCEAgent method) step() (cognac.env.BinaryConsensus.env.BinaryConsensusNetworkEnvironment method) (cognac.env.SysAdmin.env.SysAdminNetworkEnvironment method) (cognac.utils.visualization.GifRenderingWrapper method)

store_experience() (cognac.centralized_dql.CentralizedDQNAgent method) store_transition() (cognac.decentralized_reinforce.REINFORCEAgent method) (cognac.reinforce.REINFORCEAgent method) SysAdminDefaultReward (class in cognac.env.SysAdmin.rewards) SysAdminNetworkEnvironment (class in cognac.env.SysAdmin.env)

T

test() (cognac.idql.IndependentQLearningAgents method) test_all() (cognac.idql.IndependentQLearningAgents method)

train() (cognac.centralized_dql.CentralizedDQNAgent method) (cognac.idql.IndependentQLearningAgents method)

U

update_policy() (cognac.decentralized_reinforce.REINFORCEAgent method) (cognac.reinforce.REINFORCEAgent method)

update_q_table() (cognac.centralized_qlearning.CentralizedQLearningAgent method) (cognac.idql.IndependentQLearningAgents method)