Index

_

__enter__() (lib.envs.envDiscAction.Env method) (lib.envs.envGym.Env method) (lib.envs.envGym.Env1D method) (lib.envs.envUnity.Env method)

__exit__() (lib.envs.envDiscAction.Env method) (lib.envs.envGym.Env method) (lib.envs.envGym.Env1D method) (lib.envs.envUnity.Env method)

A

act() (lib.agents.policy.epsGreedyPolicy method) (lib.agents.randomActor.randomDiscreteActor method) addParsers() (in module lib.argParsers.config) (in module lib.argParsers.dqnAgent) Agent_DoubleDQN (class in lib.agents.Agent_DoubleDQN) Agent_DQN (class in lib.agents.Agent_DQN) allTests() (in module modules.tests.testActors) (in module modules.tests.testCritics) (in module modules.tests.testMemoryBuffers) (in module modules.tests.testOpenAI) (in module modules.tests.testPolicy) (in module modules.tests.testQnetwork) (in module modules.tests.testUnity)

append() (lib.utils.ReplayBuffer.SimpleReplayBuffer method) appendAllAgentResults() (lib.utils.ReplayBuffer.SimpleReplayBuffer method) appendMany() (lib.utils.ReplayBuffer.SimpleReplayBuffer method)

C

checkTrainingMode() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) checkValidity() (in module modules.tests.testOpenAI)

clear() (lib.utils.ReplayBuffer.SimpleReplayBuffer method) commitData() (in module lib.databaseIO.pgIO) commitDataList() (in module lib.databaseIO.pgIO)

D

decodeParser() (in module lib.argParsers.config) (in module lib.argParsers.dqnAgent) decodeParsers() (in module lib.argParsers.addAllParsers) doSomething() (in module modules.displayResults.displayResults) (in module modules.module1.module1) (in module modules.playAgent.playAgent) (in module modules.trainAgents.trainAgents) (in module modules.vizualize.vizualize)

DQN_discrete (class in lib.rl.DQN)

E

Env (class in lib.envs.envDiscAction) (class in lib.envs.envGym) (class in lib.envs.envUnity) Env1D (class in lib.envs.envGym) episode() (lib.envs.envDiscAction.Env method) (lib.envs.envGym.Env method) (lib.envs.envGym.Env1D method) (lib.envs.envUnity.Env method)

epsGreedyAction() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) epsGreedyPolicy (class in lib.agents.policy) eval() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method)

F

fastUpdate() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method)

forward() (lib.agents.qNetwork.qNetworkDiscrete method) (lib.agents.sequentialActor.SequentialDiscreteActor method) (lib.agents.sequentialCritic.SequentialCritic method)

G

generateGraph() (in module lib.resultGraph.graphLib) generateSubGraph() (in module lib.resultGraph.graphLib) get() (in module modules.playAgent.playAgent)

getAllData() (in module lib.databaseIO.pgIO) getDataIterator() (in module lib.databaseIO.pgIO) getSingleDataIterator() (in module lib.databaseIO.pgIO) graphToSerialized() (in module lib.resultGraph.graphLib)

I

importModules() (in module RLalgos)

L

len (lib.utils.ReplayBuffer.SimpleReplayBuffer attribute) lib (module) lib.agents (module) lib.agents.Agent_DoubleDQN (module) lib.agents.Agent_DQN (module) lib.agents.policy (module) lib.agents.qNetwork (module) lib.agents.randomActor (module) lib.agents.sequentialActor (module) lib.agents.sequentialCritic (module) lib.agents.trainAgents (module) lib.argParsers (module) lib.argParsers.addAllParsers (module) lib.argParsers.config (module) lib.argParsers.dqnAgent (module) lib.databaseIO (module) lib.databaseIO.pgIO (module) lib.envs (module)

lib.envs.envDiscAction (module) lib.envs.envGym (module) lib.envs.envUnity (module) lib.resultGraph (module) lib.resultGraph.graphLib (module) lib.rl (module) lib.rl.DQN (module) lib.testLib (module) lib.testLib.simpleLib (module) lib.utils (module) lib.utils.ReplayBuffer (module) load() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) (lib.utils.ReplayBuffer.SimpleReplayBuffer method) log (class in logs.logDecorator) logInit (class in logs.logDecorator) logs (module) logs.logDecorator (module)

M

main() (in module modules.displayResults.displayResults) (in module RLalgos) (in module modules.DQNagent.DQNagent) (in module modules.module1.module1) (in module modules.playAgent.playAgent) (in module modules.testAgents.testAgents) (in module modules.tests.tests) (in module modules.trainAgents.trainAgents) (in module modules.vizualize.vizualize) maxAction() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) memoryUpdateEpisode() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) modules (module) modules.displayResults (module) modules.displayResults.displayResults (module) modules.DQNagent (module) modules.DQNagent.DQNagent (module) modules.DQNagent.runAgent (module)

modules.module1 (module) modules.module1.module1 (module) modules.playAgent (module) modules.playAgent.playAgent (module) modules.testAgents (module) modules.testAgents.testAgents (module) modules.tests (module) modules.tests.testActors (module) modules.tests.testCritics (module) modules.tests.testMemoryBuffers (module) modules.tests.testOpenAI (module) modules.tests.testPolicy (module) modules.tests.testQnetwork (module) modules.tests.tests (module) modules.tests.testUnity (module) modules.trainAgents (module) modules.trainAgents.trainAgents (module) modules.vizualize (module) modules.vizualize.vizualize (module)

P

parsersAdd() (in module lib.argParsers.addAllParsers) playGym() (in module modules.DQNagent.DQNagent) playOne() (in module modules.tests.testOpenAI)

playUnity() (in module modules.DQNagent.DQNagent) plotGraph() (in module lib.resultGraph.graphLib) policy() (in module modules.playAgent.playAgent)

Q

qNetworkDiscrete (class in lib.agents.qNetwork)

R

randomAction() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) randomDiscreteActor (class in lib.agents.randomActor) renderOne() (in module modules.tests.testOpenAI) reset() (lib.envs.envDiscAction.Env method) (lib.envs.envGym.Env method) (lib.envs.envGym.Env1D method) (lib.envs.envUnity.Env method)

RLalgos (module) runAgentGym() (in module modules.DQNagent.runAgent) runAgentUnity() (in module modules.DQNagent.runAgent)

S

sample() (lib.utils.ReplayBuffer.SimpleReplayBuffer method) save() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) (lib.utils.ReplayBuffer.SimpleReplayBuffer method) SequentialCritic (class in lib.agents.sequentialCritic) SequentialDiscreteActor (class in lib.agents.sequentialActor) serializedToGraph() (in module lib.resultGraph.graphLib) shape (lib.utils.ReplayBuffer.SimpleReplayBuffer attribute) sigmaMaxAction() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method)

SimpleReplayBuffer (class in lib.utils.ReplayBuffer) simpleTestFunction() (in module lib.testLib.simpleLib) softUpdate() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) step() (lib.agents.Agent_DoubleDQN.Agent_DoubleDQN method) (lib.agents.Agent_DQN.Agent_DQN method) (lib.agents.qNetwork.qNetworkDiscrete method) (lib.envs.envDiscAction.Env method) (lib.envs.envGym.Env method) (lib.envs.envGym.Env1D method) (lib.envs.envUnity.Env method)

T

testAllAgents() (in module modules.testAgents.testAgents) testArgMax() (in module modules.tests.testActors) testQnetwork() (in module modules.tests.testQnetwork)

trainAgentGym() (in module modules.DQNagent.runAgent) trainAgentGymEpsGreedy() (in module lib.agents.trainAgents) trainAgentUnity() (in module modules.DQNagent.runAgent)

U

updateArgs() (in module lib.argParsers.addAllParsers)

uploadGraph() (in module lib.resultGraph.graphLib)