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This repository is an implementation of "MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer" accepted to ICML 2022.
Why the setting of the sparse reward provided in the code does not match the one given in the paper
I am confused about the block-wise operation, why the length is the same as the episode's length, and why to use this block-wise operation.
explore_loss_subset in maser_q_learner.py, i.e., episodic correction losses in paper.
hello!
Running error, missing something
The modules package and requirements.txt are missing
Can you supplement the full version of the code? Thank you very much!!!
Hi,
The Run Example in the readme contains "map_print=3m_maser_sparse", which is different from the general pymarl settings. I would like to ask what map_print refers to? And how to test MASER in the sparse setting? At the same time, I checked table1 in the paper and wanted to confirm that the sparse setting tested in the paper is the defult setting of smac?
Hello!
I followed the steps and encountered the following error when running the example. Is it possible that some packages are missing? Thank you very much.
[DEBUG 20:40:46] git.cmd Popen(['git', 'version'], cwd=/mnt/workspace/multi-agent/MASER, universal_newlines=False, shell=None, istream=None)
[DEBUG 20:40:46] git.cmd Popen(['git', 'version'], cwd=/mnt/workspace/multi-agent/MASER, universal_newlines=False, shell=None, istream=None)
[DEBUG 20:40:46] git.util Failed checking if running in CYGWIN due to: FileNotFoundError(2, 'No such file or directory')
[DEBUG 20:40:46] git.cmd Popen(['git', 'diff', '--cached', '--abbrev=40', '--full-index', '--raw'], cwd=/mnt/workspace/multi-agent, universal_newlines=False, shell=None, istream=None)
Traceback (most recent call last):
File "main.py", line 19, in
ex = Experiment("pymarl")
File "/home/pai/envs/py38/lib/python3.8/site-packages/sacred/experiment.py", line 119, in init
super().init(
File "/home/pai/envs/py38/lib/python3.8/site-packages/sacred/ingredient.py", line 75, in init
) = gather_sources_and_dependencies(
File "/home/pai/envs/py38/lib/python3.8/site-packages/sacred/dependencies.py", line 725, in gather_sources_and_dependencies
experiment_path, main = get_main_file(globs, save_git_info)
File "/home/pai/envs/py38/lib/python3.8/site-packages/sacred/dependencies.py", line 596, in get_main_file
main = Source.create(globs.get("file"), save_git_info)
File "/home/pai/envs/py38/lib/python3.8/site-packages/sacred/dependencies.py", line 460, in create
repo, commit, is_dirty = get_commit_if_possible(main_file, save_git_info)
File "/home/pai/envs/py38/lib/python3.8/site-packages/sacred/dependencies.py", line 440, in get_commit_if_possible
is_dirty = repo.is_dirty()
File "/home/pai/envs/py38/lib/python3.8/site-packages/git/repo/base.py", line 819, in is_dirty
if osp.isfile(self.index.path) and len(self.git.diff("--cached", *default_args)):
File "/home/pai/envs/py38/lib/python3.8/site-packages/git/cmd.py", line 741, in
return lambda *args, **kwargs: self._call_process(name, *args, **kwargs)
File "/home/pai/envs/py38/lib/python3.8/site-packages/git/cmd.py", line 1315, in _call_process
return self.execute(call, **exec_kwargs)
File "/home/pai/envs/py38/lib/python3.8/site-packages/git/cmd.py", line 1109, in execute
raise GitCommandError(redacted_command, status, stderr_value, stdout_value)
git.exc.GitCommandError: Cmd('git') failed due to: exit code(129)
cmdline: git diff --cached --abbrev=40 --full-index --raw
stderr: 'error: unknown option `cached'
usage: git diff --no-index []
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