microsoft / maro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

https://maro.readthedocs.io/en/latest/

microsoft/maro Issues

🐛 from maro.simulator.scenarios.vm_scheduling import AllocateAction, DecisionPayload, PostponeAction
Updated 4 months ago
🐛 TypeError: Can't instantiate abstract class SimpleCitibikeBusinessEngine with abstract methods configs, get_agent_idx_list, set_seed
Updated 4 months ago
The link to VM scheduling data file does not work
Updated 5 months ago1
There is a vulnerability in numpy:1.15.4,upgrade recommended
Updated a year ago
💡 vm resource's capacity planning by maro
Updated 2 years ago
Visualization Error - CIM AC Example
Updated 2 years ago1
TODO list
Updated 2 years ago
Issue on page /scenarios/command_line.html
Closed 2 years ago1
📚
Updated 2 years ago
ModuleNotFoundError: No module named 'maro.cli.maro_real_time_vis.back_end.vis_app.data_process'🐛
Closed 2 years ago6
ImportError: cannot import name '__version__'🐛
Closed 2 years ago7
OverflowError: can't convert negative value to unsigned int🐛
Closed 2 years ago
🐛 ModuleNotFoundError: No module named 'maro.cli'; 'maro' is not a package
Closed 3 years ago4
Decision Event should be generated in Full_load()🐛
Closed 3 years ago6
Regression? examples/rl/workflows/simple_learner.py cannot run anymore🐛
Updated 3 years ago1
💡 Add Depots inside the CIM scenario
Closed 3 years ago8
Noise in the environment 🐛
Closed 3 years ago5
Wrong future stop tick predictions 🐛
Closed 3 years ago9
Offline/Online LP for CIM scenario 📚
Updated 3 years ago28
🐛 I had an error executing "maro inspector geo --start service..."
Closed 3 years ago13
Wrong prediction in future stop list in CIM scenario 🐛
Closed 3 years ago10
The front end cannot retrieve data，when geo visualization is deployed on remote virtual machine🐛
Closed 3 years ago2
🐛
Closed 3 years ago
🐛
Closed 3 years ago1
🐛 Signature for Trajectory.on_env_feedback() Interface should include the arguments used by the Actor class
Closed 3 years ago1
Source code for Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations paper📚
Closed 3 years ago2
AbsAgent in Learner with exploration params 🐛
Closed 3 years ago2
Scheduler bug in SimpleMultiHeadModel 🐛
Closed 3 years ago1
On-policy training with multiple actors🐛
Closed 3 years ago1
Visualization import error🐛
Closed 3 years ago14
Loosen dependencies?💡
Closed 3 years ago1
🐛 Redis database not cleared when execution terminates
Closed 3 years ago1
How can i deploy maro on a general k8s cluster?
Updated 3 years ago
🐛 I had an error executing "maro inspector geo --start database"
Closed 3 years ago2
🐛
Closed 3 years ago7
how can we generate the topology dataset files based our own Virtual Machine Scheduling Scenario business？ Are there some examples or tools
Closed 3 years ago4
📚 Can not realize the example as Readme
Closed 3 years ago8
Is maro ready for production use? for example, in the VM Scheduling Scenario
Closed 3 years ago2
💡 Add the field "ActionType" to the Action of CIM scenario
Closed 3 years ago2
🐛
Closed 3 years ago2
💡 Add limitation for out-of-scope action
Updated 3 years ago
💡 RL toolkit refinement
Closed 3 years ago
💡 Refine mode namings in orchestration
Closed 3 years ago
clang: error: no such file or directory: './maro/backends/backend.c'
Closed 3 years ago10
💡 remove proxy.get_peers
Closed 3 years ago
💡 Add Windows support for the Orchestration in CLI
Closed 3 years ago
💡 Build predefined images for Grass Orchestration
Closed 4 years ago
💡 Add standalone K8s mode w/o AzCopy
Updated 4 years ago
💡 Add anti-collision naming strategy for IDs in Orchestration
Updated 4 years ago
Build predefined images for Orchestration
Closed 4 years ago