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Arcade Learning Environment 0.5.0
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@mgbellemare mgbellemare released this 23 Jun 09:30
· 702 commits to master since this release
v0.5.0
8f84f7b

This is the official release of the Arcade Learning Environment, version 0.5.0. This version sees a major code overhaul, including simpler installation, better interfaces, visualization, and optional controller stochasticity. The interfaces should be considered mostly stable, but may see a few tweaks before version 1.0.

Added

  • Added action_repeat_stochasticity.
  • Added sound playback, visualization.
  • Added screen/sound recording ability.
  • CMake now available.
  • Incorporated Benjamin Goodrich's Python interface.
  • Added examples for shared library, Python, fifo, RL-Glue interfaces.
  • Incorporated Java agent into main repository.

Changed

  • Better ALEInterface.
  • Many other changes.

Fixed

  • Some game fixes.

Removed

  • Removed internal controller, now superseded by shared library interface.
  • Removed the following command-line flags: 'output_file', 'system_reset_steps', 'use_environment_distribution', 'backward_compatible_save', internal agent flags
  • The flag 'use_starting_actions' was removed and internally its value is always 'true'.
  • The flag 'disable_color_averaging' was renamed to 'color_averaging' and FALSE is its default value.
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