com.github.chen0040.rl.actionselection.ActionSelectionStrategyFactory Maven / Gradle / Ivy

Go to download

Show more of this group Show more artifacts with this name
Show all versions of java-reinforcement-learning Show documentation

Classical RL algorithms implemented in Java, including Q-Learn, R-Learn, SARSA, Actor-Critic

There is a newer version: 1.0.5

Show newest version

package com.github.chen0040.rl.actionselection;

import java.util.HashMap;
import java.util.Map;


/**
 * Created by xschen on 9/27/2015 0027.
 */
public class ActionSelectionStrategyFactory {
    public static ActionSelectionStrategy deserialize(String conf){
        String[] comps = conf.split(";");

        HashMap attributes = new HashMap();
        for(int i=0; i < comps.length; ++i){
            String comp = comps[i];
            String[] field = comp.split("=");
            String fieldname = field[0].trim();
            String fieldvalue = field[1].trim();
            attributes.put(fieldname, fieldvalue);
        }

        String prototype = attributes.get("prototype");
        if(prototype.equals(GreedyActionSelectionStrategy.class.getCanonicalName())){
            return new GreedyActionSelectionStrategy();
        } else if(prototype.equals(SoftMaxActionSelectionStrategy.class.getCanonicalName())){
            return new SoftMaxActionSelectionStrategy();
        } else if(prototype.equals(EpsilonGreedyActionSelectionStrategy.class.getCanonicalName())){
            return new EpsilonGreedyActionSelectionStrategy(attributes);
        } else if(prototype.equals(GibbsSoftMaxActionSelectionStrategy.class.getCanonicalName())){
            return new GibbsSoftMaxActionSelectionStrategy();
        }

        return null;
    }

    public static String serialize(ActionSelectionStrategy strategy){
        HashMap attributes = strategy.getAttributes();
        attributes.put("prototype", strategy.getPrototype());

        StringBuilder sb = new StringBuilder();
        boolean first = true;
        for(Map.Entry entry : attributes.entrySet()){
            if(first){
                first = false;
            }
            else{
                sb.append(";");
            }
            sb.append(entry.getKey()+"="+entry.getValue());
        }
        return sb.toString();
    }
}