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Rearrange rl4j examples for new examples structure.
Signed-off-by: Paul Dubs <[email protected]>
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‎rl4j-ale-examples/.gitignore

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‎rl4j-ale-examples/pom.xml

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‎rl4j-cartpole-examples/.gitignore

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‎rl4j-cartpole-examples/pom.xml

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‎rl4j-examples/README.md

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## Eclipse Deeplearning4j: RL4J Examples
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This project contains a set of examples that demonstrate how to use reinforcement learning with RL4J.
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The examples in this project along with a short summary are listed below. This is also the recommended order to explore them in.
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[Go back](../README.md) to the main repository page to explore other features/functionality of the **Eclipse DeeplearningJ** ecosystem. File an issue [here](https://github.com/eclipse/deeplearning4j-examples/issues) to request new features.
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## Quickstart
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There is no quickstart with RL4J at the moment. All examples require you to have some reinforcement learning experience to fully understand them.
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## Advanced
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* [Cartpole](./src/main/java/org/deeplearning4j/rl4j/examples/advanced/cartpole)
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This example shows how to train the classic cartpole environment with DQN and A3C. When running the A3C example, make sure to change the model storage location to something convenient for you.
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* [Arcade Learning Environment](./src/main/java/org/deeplearning4j/rl4j/examples/advanced/ale)
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This example can only be run with the Atari Pong ROM `pong.bin`. It demonstrates how to use the Arcade Learning Environment (i.e. an Atari 2600 emulator that was made for reinforcement learning) with A3C and DQN.

‎rl4j-examples/pom.xml

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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0"
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<groupId>org.deeplearning4j</groupId>
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<artifactId>rl4j-examples</artifactId>
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<version>1.0.0-beta7</version>
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<properties>
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<nd4j.version>1.0.0-beta7</nd4j.version>
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<rl4j.version>1.0.0-beta7</rl4j.version>
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<logback.version>1.1.7</logback.version>
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<java.version>1.8</java.version>
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<maven-compiler-plugin.version>3.6.1</maven-compiler-plugin.version>
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<maven.minimum.version>3.3.1</maven.minimum.version>
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<nd4j.backend>nd4j-native-platform</nd4j.backend>
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</properties>
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<dependencies>
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<!-- ND4J backend. You need one in every DL4J project. Normally define artifactId as either nd4j-native-platform or nd4j-cuda-X.X-platform to use CUDA GPUs (check parent pom for supported cuda versions) -->
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<dependency>
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<groupId>org.nd4j</groupId>
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<artifactId>${nd4j.backend}</artifactId>
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<version>${nd4j.version}</version>
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</dependency>
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<dependency>
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<groupId>org.deeplearning4j</groupId>
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<artifactId>rl4j-core</artifactId>
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<version>${rl4j.version}</version>
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</dependency>
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<dependency>
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<groupId>org.deeplearning4j</groupId>
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<artifactId>rl4j-gym</artifactId>
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<version>${rl4j.version}</version>
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</dependency>
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<dependency>
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<groupId>org.deeplearning4j</groupId>
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<artifactId>rl4j-ale</artifactId>
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<version>${rl4j.version}</version>
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</dependency>
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<!-- The Arcade Learning Environment (ALE) is under GPL license, so we cannot use it as a dependency of RL4J. -->
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<dependency>
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<groupId>org.bytedeco</groupId>
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<artifactId>ale-platform</artifactId>
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<version>0.6.0-1.5.2</version>
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</dependency>
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<dependency>
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<groupId>org.junit.jupiter</groupId>
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<artifactId>junit-jupiter-engine</artifactId>
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<version>5.4.2</version>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>ch.qos.logback</groupId>
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<artifactId>logback-classic</artifactId>
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<version>${logback.version}</version>
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</dependency>
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</dependencies>
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<build>
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<plugins>
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<plugin>
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<artifactId>maven-enforcer-plugin</artifactId>
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<version>1.0.1</version>
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<executions>
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<execution>
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<id>enforce-default</id>
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<goals>
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<goal>enforce</goal>
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</goals>
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<configuration>
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<rules>
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<requireMavenVersion>
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<version>[${maven.minimum.version},)</version>
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<message>********** Minimum Maven Version is ${maven.minimum.version}. Please upgrade Maven before continuing (run "mvn --version" to check). **********</message>
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</requireMavenVersion>
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</rules>
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</configuration>
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</execution>
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</executions>
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</plugin>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-compiler-plugin</artifactId>
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<version>${maven-compiler-plugin.version}</version>
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<configuration>
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<source>1.7</source>
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<target>1.7</target>
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</configuration>
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</plugin>
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<plugin>
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<groupId>com.lewisd</groupId>
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<artifactId>lint-maven-plugin</artifactId>
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<version>0.0.11</version>
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<configuration>
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<failOnViolation>true</failOnViolation>
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<onlyRunRules>
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<rule>DuplicateDep</rule>
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<rule>RedundantPluginVersion</rule>
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<!-- Rules incompatible with Java 9
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<rule>VersionProp</rule>
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<rule>DotVersionProperty</rule> -->
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</onlyRunRules>
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</configuration>
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<executions>
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<execution>
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<id>pom-lint</id>
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<phase>validate</phase>
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<goals>
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<goal>check</goal>
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</goals>
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</execution>
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</executions>
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</plugin>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-compiler-plugin</artifactId>
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<version>3.5.1</version>
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<configuration>
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<source>${java.version}</source>
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<target>${java.version}</target>
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</configuration>
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</plugin>
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</plugins>
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<pluginManagement>
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<plugins>
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<plugin>
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<groupId>org.eclipse.m2e</groupId>
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<artifactId>lifecycle-mapping</artifactId>
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<version>1.0.0</version>
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<configuration>
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<lifecycleMappingMetadata>
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<pluginExecutions>
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<pluginExecution>
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<pluginExecutionFilter>
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<groupId>com.lewisd</groupId>
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<artifactId>lint-maven-plugin</artifactId>
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<versionRange>[0.0.11,)</versionRange>
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<goals>
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<goal>check</goal>
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</goals>
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</pluginExecutionFilter>
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<action>
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<ignore/>
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</action>
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</pluginExecution>
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</pluginExecutions>
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</lifecycleMappingMetadata>
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</configuration>
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</plugin>
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</plugins>
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</pluginManagement>
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</build>
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</project>

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