aspect26/mariodoubleevolution

mariodoubleevolution's Issues

PMP should not create unbeatable levels

CoEvolution -> AI evolution -> evaluate also on previous LGs

will need also sliding window

Create template of thesis

Create evolution builders

Missing powerups in GE levels

Rename LimitedHistory to SlidingWindow

store level generators

Level visualizer enemies

Enemies in level visualizer are shown one tile less than they really are

Use JeneticsLevelEvolution as composition instead of inheritance

Fix null sprites

The level generator creates null sprites -> find out why and fix it!

test markov chain mutator

DeepCopy -> unit test

PMP Level generator -> boxes pass refactor

Mario Level Metadata unit tests

Grammar evolution multi results

It seems that it doesnt return the best results

CoEvolution charts

Coevolution - always evaluate on the same number of levels

Update controllers

• remove legacy
• remove denserInput options
• remove inTile position in input builder / change it to 0/1 base on whether controller is on left or right half of the tile
• look if changing CHOOSE_ACTION_THRESHOLD wont help

LG evaluators should also have attribute whether they minimize or maximize fitness

Train AI on 50/50 level generator

Fix that bug with bills and bricks disappearing in the simulator

refactor coevolve multi launcher

Missing powerups in PC LG

Mario Agent -> use specials

Grammar level evolution - stairs chunk - enemies are spawning inside

Metadata level creator - unit tests

Run coevolution multiple times and average

Level generator evolutions -> update evaluation

KDocs

Document these packages:

• coevolution
• controllers
• evolution.controller
• evolution.jenetics
• evolution.levels
• evolution.results
• launch
• mario
• storage
• utils
• visualisation.charts
• visualisation.levels

Reuse chunks in GE terminals

Fix problems with concurency

Evolution line chart -> display best fitness not max fitness (objectives detto)

Low position levels

If the ground level in a level is too low, the controller gets bad/not enough values for the corresponding neurons, and it confuses the agent

• Use ground tiles for tiles outside the level when building ANN input

PMP - multi level box platforms

• Support in metadata creator
• Support in pmp creator

PMP - stairs

Metadata creator:

• update isObstacleAt
• update spawn enemy atop of stairs not inside

PMP creator:

• watch out pipes and bills
• spawn also stairs

MarioEvaluator -> do we still need it since we have AlwaysReevaluatingEvaluator?

Make generators have 50/50 pass/fail ratio

Difficulty level evaluator - decrease difficulty for each platform

DirectMarioLevel -> change enemies type to IntArray

Coevolution chart

display AI evolution as well as LG evolution

Refactor AI evolutions

• NeuroEevolution
• NEAT
• make their interface similar to LG evolutions (e. g. fitness is only in one of them in evolve())

UpdatedAgentNetwork -> rename

won't it break loading of the serialized objects?

Compressibility metric -> look at some other compression algos

https://en.wikipedia.org/wiki/Image_compression

• https://en.wikipedia.org/wiki/Entropy_encoding (what about huffman?)
• https://en.wikipedia.org/wiki/Run-length_encoding
• https://en.wikipedia.org/wiki/Fractal_compression

PMP generator - reevaluate on each generation

CoEvolution charts -> visualize stops in generations

the XCharts library doesn't seem to support this in any way. May need to rewrite its PlotContent_XY class and supplement that implementation to chart via reflection

Relearn controller

Make controller evolution able to continue evolving already evolved controller

• NeuroEvolution
• NEAT

Rename MarioDoubleEvolution module to MarioCoevolution

SimpleANNController -> get rid of those setDenseInput and setLegacy

upgrade gradle to version 6

Create Makefile

targets:

• run-multi-coevoution
• diff MarioAI4J project between current state and when forked
• test