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morl's Issues

How to get the true Pareto Front of mountain car environment?

Paper [1] give the true Pareto Front of mountain car environment, but it did not present the corresponding computing process. Is the true Pareto Front computed by “Exhaustion”?

[1] P. Vamplew, J. Yearwood, R. Dazeley, and A. Berry, “On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts,” in AI 2008: Advances in Artificial Intelligence, vol. 5360.

Missing "Softmax" class and the problem of linking "MO586rl_glue.exe".

Dear Creator,
Currently, I try to run your MORL project where I am using:

  1. Windows 10 (64 bit).
  2. Eclipse IDE.
  3. Create a new Java project and JavaRLGlueCodec.jar is successfully added as external jar.
  4. MORL environment: GeneralisedDeepSeaTreasureEnv
    MORL Agent: TLO_Agent
    Experiment: DemoExperiment

Following issues arise while running "MORL_Glue_Driver.java"

  1. In "TLO_LookupTable.java", following line is creating the error:

return Softmax.getAction(scores,temperature,best);

The "Softmax" class could not be found.

  1. Not able get the "MO586rl_glue.exe" as mentioned in the readMe file.

  2. Following screenshot will help to resolve the issues in a clear way.

  3. Error Screenshot error0 and error1

  4. Current output

The above output is static (not as claimed by the the video) due to the errors.

Thank you in advance for addressing the issues.

server-installation issues

Hello,

somehow, I am not able to start the Server after building and installing it. In a docker Container (dockerfile content below) I get the following error after building and then trying to run morl_glue:

morl_glue: error while loading shared libraries: librlutils-3:0:0.so.3: cannot open shared object file: No such file or directory

Best Regards,
Johannes

FROM ubuntu

RUN apt-get update
RUN apt-get install -y git
RUN apt-get install -y autoconf automake libtool
RUN apt-get install make

RUN git clone https://github.com/FedUni/MORL.git

WORKDIR /MORL/morlglue-server
RUN mkdir m4
RUN autoreconf -vfi
RUN aclocal
RUN automake --add-missing

RUN ./configure
RUN make
RUN make install

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