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burlap from group edu.brown.cs.burlap (version 2.1.1)

The Brown-UMBC Reinforcement Learning and Planning (BURLAP) Java code library is for the use and development of single or multi-agent planning and learning algorithms and domains to accompany them. The library supports a wide range of problem types including discrete, continuous, or relational domains. By default states of domains use the rich object-oriented MDP representation, but you can also implement your own forms of state representation. Planning and learning algorithms range from classic forward search planning to value function-based stochastic planning and learning algorithms. Also included is a set of analysis tools such as a common framework for the visualization of domains and agent performance in various domains.

Group: edu.brown.cs.burlap Artifact: burlap
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Artifact burlap
Group edu.brown.cs.burlap
Version 2.1.1
Last update 30. April 2016
Tags: single domains supports function visualization tools forward search oriented value algorithms continuous such code wide agent default planning representation them multi included reinforcement burlap range development common state states object from analysis performance various implement types forms classic umbc rich your problem learning framework stochastic including discrete relational library java brown accompany also based
Organization not specified
URL http://burlap.cs.brown.edu
License GNU LGPL Version 3.0
Dependencies amount 24
Dependencies colt, beanutils, commons-collections, commons-lang3, commons-logging, commons-math3, csparsej, ejml, hamcrest-core, jackson-annotations, jackson-core, jackson-databind, jcommon, jfreechart, joptimizer, junit, log4j, servlet-api, snakeyaml, xml-apis, weka-stable, trove4j, guava, jopt-simple,
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