maro
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microsoft
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
susan@vm-2:~/maro$ python ./examples/rl/workflows/simple_learner.py Traceback (most recent call last): File "./examples/rl/workflows/simple_learner.py", line 14, in from agent_wrapper import get_agent_wrapper File "/home/susan/maro/examples/rl/workflows/agent_wrapper.py", line 13, in from general import agent2policy, non_rl_policy_func_index, rl_policy_func_index File "/home/susan/maro/examples/rl/workflows/general.py",...
## Description Add Offline and Online Linear programming agent for CIM scenario - Link: [paper 1](https://arxiv.org/pdf/1903.00714.pdf) [paper 2](https://arxiv.org/abs/2012.13099) - Screenshot:
## Description how can i deploy maro on more general k8s cluster, for example my own local cluster. then i can use the cli to submit job to my local...
## Summary Currently, the environment can accept actions for any source-destination pair. It breaks the limitation of the ActionScope in DecisionEvent. ## Motivation ## Description ## References - Data sources:...
## Summary Add standalone K8s mode w/o AzCopy ## Motivation Current K8s mode required AzCopy to do the copy operation, it will be nice to implement a new mode to...
## Summary Add anti-collision naming strategy for IDs in Orchestration ## Motivation Currently, the orchestration cannot handle conflicting naming (Low possibility), and it will cause some unexpected results.
🐛 from maro.simulator.scenarios.vm_scheduling import AllocateAction, DecisionPayload, PostponeAction
## Description ImportError: cannot import name 'DecisionPayload' from 'maro.simulator.scenarios.vm_scheduling' (D:\Anaconda3\lib\site-packages\maro\simulator\scenarios\vm_scheduling\__init__.py)
## Description D:\ChatGLM3-main\test_maro>python test_simple_bike_repositioning.py Total bikes needed in this scenario: 96, intial station inventory: 24. Traceback (most recent call last): File "D:\ChatGLM3-main\test_maro\test_simple_bike_repositioning.py", line 278, in no_action_result = run_policy(NoActionPolicy) File "D:\ChatGLM3-main\test_maro\test_simple_bike_repositioning.py",...
## Description I was trying to run the https://github.com/microsoft/maro/blob/master/notebooks/vm_scheduling/interact_with_environment.ipynb However, two issues happen. First, it gives an error that cannot import `DecisionPayload`, I change it to `VmRequestPayload`. After changing ,...
# Description Add VSC dev container support. ## Linked issue(s)/Pull request(s) - [issue_number](issue_link) ## Type of Change - [ ] Non-breaking bug fix - [ ] Breaking bug fix -...
