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Update developer documentation - #563

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Shang Yizhan (ShangYizhan) wants to merge 580 commits into

microsoft:v0.3from

ShangYizhan:v0.3_doc

Open

Update developer documentation#563
Shang Yizhan (ShangYizhan) wants to merge 580 commits into
microsoft:v0.3from
ShangYizhan:v0.3_doc

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Commits on May 28, 2021
- merge v0.2_rl_refinement to get rl toolkit updates
  Jinyu-W
  committed
  fe96364
- updated images and refined doc
  ysqyang
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  fed8467
- updated images
  ysqyang
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  03bcb41
Commits on May 31, 2021
- Merge branch 'master' into v0.2
  Jinyu-W
  committed
  6ef102f
- Merge branch 'v0.2' into v0.2_rl_refinement
  Jinyu-W
  committed
  12ba200
- merge v0.2_rl_refinment
  Jinyu-W
  committed
  fda6ab5
- updated CIM-AC example
  ysqyang
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  f044471
Commits on Jun 1, 2021
- refined proxy retry logic
  ysqyang
  committed
  1692871
- Merge branch 'v0.2_rl_refinement' of github.com:microsoft/maro into v0.2_rl_refinement
  ysqyang
  committed
  e3cbe14
- call policy update only for AbsCorePolicy
  Jinyu-W
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  2a3e90d
Commits on Jun 2, 2021
- add limitation of AbsCorePolicy in Actor.collect()
  Jinyu-W
  committed
  2e925ab
- modify the supply_chain example to use the new rl toolkit architecture
  Jinyu-W
  committed
  e3710e3
- refined actor to return only experiences for policies that received new experiences
  ysqyang
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  03c26b8
- fix MsgKey issue in rollout_manager
  Jinyu-W
  committed
  aff0f44
- Merge branch 'v0.2_rl_refinement' into v0.2_sc_0506_updated
  Jinyu-W
  committed
  fba2ccf
- fix typo in learner
  Jinyu-W
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  8c05562
- Merge branch 'v0.2_rl_refinement' into v0.2_sc_0506_updated
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Commits on Jun 3, 2021
- call exit function for parallel rollout manager
  Jinyu-W
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  cc0c555
- Merge branch 'v0.2_rl_refinement' into v0.2_sc_0506_updated
  Jinyu-W
  committed
  74ede26
- update supply chain example distributed training scripts
  Jinyu-W
  committed
  034e5bb
- 1. moved exploration scheduling to rollout manager; 2. fixed bug in lr schedule registration in core model; 3. added parallel policy manager prorotype
  ysqyang
  committed
  13d7d9b
- fixed merge conflicts
  ysqyang
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  5337aa9
- reformat render
  Jinyu-W
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  6dbfd36
- fix supply chain business engine action type problem
  Jinyu-W
  committed
  146eeb6
- reset supply chain example render figsize from 4 to 3
  Jinyu-W
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  a80f6c3
- Add render to all modes of supply chain example
  Jinyu-W
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  731bc59
- fix or policy typos
  Jinyu-W
  committed
  ebe5065
Commits on Jun 4, 2021
- 1. added parallel policy manager prototype; 2. used training ep for evaluation episodes
  ysqyang
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Commits on Jun 9, 2021
- refined parallel policy manager
  ysqyang
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  023a9d3
- updated rl/__init__/py
  ysqyang
  committed
  5a57e01
- fixed lint issues and CIM local learner bugs
  ysqyang
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  1f62f3a
- deleted unwanted supply_chain test files
  ysqyang
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  6208d86
- revised default config for cim-dqn
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  11ca4be
Commits on Jun 10, 2021
- removed test_store.py as it is no longer needed
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  36d4178
Commits on Jun 11, 2021
- 1. changed Actor class to rollout_worker function; 2. renamed algorithm to algorithms
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  0fab08b
- updated figures
  ysqyang
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  3b5faeb
- removed unwanted import
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Commits on Jun 15, 2021
- refactored CIM-DQN example
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Commits on Jun 16, 2021
- added MultiProcessRolloutManager and MultiProcessTrainingManager
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Commits on Jun 17, 2021
- updated doc
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Commits on Jun 18, 2021
- lint issue fix
  ysqyang
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  5089f7c
- lint issue fix
  ysqyang
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  41a7b27
- fixed import formatting
  ysqyang
  committed
  35cf25a
- [Feature] Prioritized Experience Replay (#355)
  
  ysqyang (ysqyang)
  and
  ysqyang
  authored
  ceadf4f
- rm AbsDecisionGenerator
  ysqyang
  committed
  248d1e4
- Merge branch 'v0.2_rl_refinement' of github.com:microsoft/maro into v0.2_rl_refinement
  ysqyang
  committed
  721d91b
- small fixes
  ysqyang
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  85e304a
- bug fix
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  2601970
Commits on Jun 20, 2021
- reorganized training folder structure
  ysqyang
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  f72e884
- fixed lint issues
  ysqyang
  committed
  4f4d5bb
- fixed lint issues
  ysqyang
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  96b9cce
Commits on Jun 21, 2021
- policy manager refined
  ysqyang
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  78c225a
- lint fix
  ysqyang
  committed
  9acae80
- restructured CIM-dqn sync code
  ysqyang
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  424cabb
Commits on Jun 22, 2021
- added policy version index and used it as a measure of experience staleness
  ysqyang
  committed
  18f73f2
- lint issue fix
  ysqyang
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  49d93c2
- lint issue fix
  ysqyang
  committed
  bc96c5e
- switched log_dir and proxy_kwargs order
  ysqyang
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  1bb4b56
Commits on Jun 23, 2021
- cim example refinement
  ysqyang
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  20c6385
Commits on Jun 28, 2021
- eval schedule sorted only when it's a list
  ysqyang
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  42c24ab
- eval schedule sorted only when it's a list
  ysqyang
  committed
  8db90d5
- update sc env wrapper
  Jinyu-W
  committed
  81f574a
- added docker scripts for cim-dqn
  ysqyang
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  5ad21e4
Commits on Jun 29, 2021
- Merge branch 'master' into v0.2
  Jinyu-W
  committed
  bb25e71
- refactored example folder structure and added workflow templates
  ysqyang
  committed
  a56d4c2
- fixed merge conflicts
  ysqyang
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  2525327
Commits on Jun 30, 2021
- fixed lint issues
  ysqyang
  committed
  f427b07
- fixed lint issues
  ysqyang
  committed
  b8dc7e4
- fixed template bugs
  ysqyang
  committed
  92a51da
- removed unused imports
  ysqyang
  committed
  31b68f3
- refactoring sc in progress
  ysqyang
  committed
  bab8128
- simplified cim meta
  ysqyang
  committed
  f964924
- updated sc code
  ysqyang
  committed
  f9ccf2a
- fixed build.sh path bug
  ysqyang
  committed
  5ad3e54
- refined sc and template code
  ysqyang
  committed
  916d8ad
- template refinement
  ysqyang
  committed
  06c1cd3
- fixed merge conflicts
  ysqyang
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  c17557c
Commits on Jul 1, 2021
- deleted obsolete svgs
  ysqyang
  committed
  ff76caa
- merged with remote
  ysqyang
  committed
  4842d16
- updated learner logs
  ysqyang
  committed
  35e55a7
- minor edits
  ysqyang
  committed
  ae1e93f
- refactored templates for easy merge with async PR
  ysqyang
  committed
  04c53e6
- added component names for rollout manager and policy manager
  ysqyang
  committed
  1315f04
- fixed incorrect position to add last episode to eval schedule
  ysqyang
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  de40647
- added max_lag option in templates
  ysqyang
  committed
  360240f
- formatting edit in docker_compose_yml script
  ysqyang
  committed
  315e85f
- moved local learner and early stopper outside sync_tools
  ysqyang
  committed
  953c873
- refactored rl toolkit folder structure
  ysqyang
  committed
  ed9d44a
Commits on Jul 2, 2021
- refactored rl toolkit folder structure
  ysqyang
  committed
  d2b433e
- moved env_wrapper and agent_wrapper inside rl/learner
  ysqyang
  committed
  9f799d4
- refined scripts
  ysqyang
  committed
  f8cccca
- modified sc imports according to changes in rl toolkit folder structure
  ysqyang
  committed
  a4491a7
- fixed typo in script
  ysqyang
  committed
  0906577
- changes needed for running sc
  ysqyang
  committed
  a13322b
- removed unwanted imports
  ysqyang
  committed
  8ec0282
- Merge branch 'v0.2_rl_refinement' into v0.2_rl_refinement_sc
  ysqyang
  committed
  56af26a
- config change for testing sc scenario
  ysqyang
  committed
  894c376
Commits on Jul 4, 2021
- changes for perf testing
  ysqyang
  committed
  743e9f3
Commits on Jul 5, 2021
- Asynchronous Training (#364)
  
  ysqyang (ysqyang)
  and
  ysqyang
  authored
  8e97adc
- renamed sync to synchronous and async to asynchronous to avoid conflict with keyword
  ysqyang
  committed
  fac6006
- fixed merge conflicts
  ysqyang
  committed
  0004dfe
- added missing policy version increment in LocalPolicyManager
  ysqyang
  committed
  60a7423
- Merge remote-tracking branch 'origin/v0.2_rl_refinement' into v0.2_rl_refinement_sc
  ysqyang
  committed
  c004697
- refined rollout manager recv logic
  ysqyang
  committed
  a163554
- removed a debugging print
  ysqyang
  committed
  803faad
- moved supply_chain inside examples/rl
  ysqyang
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  0c10f36
Commits on Jul 6, 2021
- added sleep in distributed launcher to avoid hanging
  ysqyang
  committed
  34b47a5
Commits on Jul 7, 2021
- updated api doc and rl toolkit doc
  ysqyang
  committed
  c41ca35
- refined dynamic imports using importlib
  yaqiu
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  a2244b5
Commits on Jul 8, 2021
- Merge branch 'master' into v0.2
  
  Jinyu Wang
  authored and
  Jinyu Wang
  committed
  edf9df4
- 1. moved policy update triggers to policy manager; 2. added version control in policy manager
  yaqiu
  committed
  740efa7
- fixed a few bugs and updated cim RL example
  yaqiu
  committed
  c278693
- fixed a few more bugs
  yaqiu
  committed
  455751a
- resolved merge conflicts
  yaqiu
  committed
  ef50957
Commits on Jul 9, 2021
- Merge remote-tracking branch 'origin/v0.2' into v0.2_rl_refinement
  yaqiu
  committed
  9a04a99
- added agent wrapper instantiation to workflows
  yaqiu
  committed
  746f0f9
- added agent wrapper instantiation to workflows
  yaqiu
  committed
  18cd676
- removed abs_block and added max_prob option for DiscretePolicyNet and DiscreteACNet
  yaqiu
  committed
  c5cf9df
- fixed incorrect get_ac_policy signature for CIM
  yaqiu
  committed
  1f3b590
- moved exploration inside core policy
  yaqiu
  committed
  dd017d3
Commits on Jul 11, 2021
- added state to exploration call to support context-dependent exploration
  yaqiu
  committed
  98d0961
- updated sc example according to RL toolkit changes
  yaqiu
  committed
  17f1655
- separated non_rl_policy_index and rl_policy_index in workflows
  yaqiu
  committed
  bbb6ba7
- Merge branch 'v0.2_rl_refinement' into v0.2_rl_refinement_sc
  yaqiu
  committed
  c70105d
- modified sc example code according to workflow changes
  yaqiu
  committed
  f004fba
- modified sc example code according to workflow changes
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  2be9114
Commits on Jul 12, 2021
- added replay_agent_ids parameter to get_env_func for RL examples
  yaqiu
  committed
  9b04ad5
- Merge branch 'v0.2_rl_refinement' into v0.2_rl_refinement_sc
  yaqiu
  committed
  c004323
- fixed a few bugs
  yaqiu
  committed
  700b149
- added maro/simulator/scenarios/supply_chain as bind mount
  yaqiu
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  b9afaef
Commits on Jul 14, 2021
- added post-step, post-collect, post-eval and post-update callbacks
  yaqiu
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  87066c9
- fixed lint issues
  yaqiu
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  f0a29ef
- fixed lint issues
  yaqiu
  committed
  56fd2d6
Commits on Jul 15, 2021
- fixed some bugs
  yaqiu
  committed
  cb533fa
- moved instantiation of policy manager inside simple learner
  yaqiu
  committed
  d2d66cd
- Merge branch 'v0.2_rl_refinement' into v0.2_rl_refinement_sc
  yaqiu
  committed
  513ca40
- fixed env_wrapper get_reward signature
  yaqiu
  committed
  07fba7a
- minor edits
  yaqiu
  committed
  a9e6b11
- Merge branch 'v0.2_rl_refinement' into v0.2_rl_refinement_sc
  yaqiu
  committed
  1d5c242
- removed get_eperience kwargs from env_wrapper
  yaqiu
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  8a84b11
- Merge branch 'v0.2_rl_refinement' into v0.2_rl_refinement_sc
  yaqiu
  committed
  2cc0f7b
- 1. renamed step_callback to post_step in env_wrapper; 2. added get_eval_env_func to RL workflows
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  ec338fb
- Merge branch 'v0.2_rl_refinement' into v0.2_rl_refinement_sc
  yaqiu
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  8f00dc7
- added rollout exp disribution option in RL examples
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  1c94b62
- fixed merge conflicts
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Commits on Jul 16, 2021
- Merge branch 'v0.2_sc_0506_updated' into v0.2_sc
  Huoran Li (lihuoran)
  committed
  36092c2
- Merge branch 'v0.2_sc' into v0.2_rl_refinement_sc
  Huoran Li (lihuoran)
  committed
  b4f5afa
- removed unwanted files
  yaqiu
  committed
  4252a0c
- 1. made logger internal in learner; 2 removed logger creation in abs classes
  yaqiu
  committed
  c2c1c62
- fixed merge conflicts
  yaqiu
  committed
  be82de3
- checked out supply chain test files from v0.2_sc
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  0a05184
Commits on Jul 19, 2021
- 1. added missing model.eval() to choose_action; 2.added entropy features to AC
  yaqiu
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  c7bca77
- fixed a bug in ac entropy
  yaqiu
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  81245dd
- abbreviated coefficient to coeff
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Commits on Jul 22, 2021
- removed -dqn from job name in rl example config
  yaqiu
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  072d9de
- added tmp patch to dev.df
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  103eb40
- renamed image name for running rl examples
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Commits on Jul 28, 2021
- added get_loss interface for core policies
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  d96aa44
Commits on Jul 30, 2021
- added policy manager in rl_toolkit.rst
  yaqiu
  committed
  1f37369
- 1. env_wrapper bug fix; 2. policy manager update logic refinement
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Commits on Aug 3, 2021
- refactored policy and algorithms
  yaqiu
  committed
  fc14e66
Commits on Aug 5, 2021
- policy interface redesigned
  ysqyang
  committed
  7702eba
Commits on Aug 8, 2021
- refined policy interfaces
  ysqyang
  committed
  704c17f
- fixed typo
  yaqiu
  committed
  56a54cb
Commits on Aug 9, 2021
- fixed bugs in refactored policy interface
  yaqiu
  committed
  0b57d70
- fixed some bugs
  yaqiu
  committed
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Commits on Aug 11, 2021
- refactoring in progress
  yaqiu
  committed
  3ba96d4
Commits on Aug 17, 2021
- policy interface and policy manager redesigned
  yaqiu
  committed
  5f6c47c
Commits on Aug 18, 2021
- 1. fixed bugs in ac and pg; 2. fixed bugs rl workflow scripts
  yaqiu
  committed
  cb8a355
- fixed bug in distributed policy manager
  yaqiu
  committed
  f0222a7
- fixed lint issues
  yaqiu
  committed
  c0a8480
- fixed lint issues
  yaqiu
  committed
  3a10544
- added scipy in setup
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  026bcd3
Commits on Aug 19, 2021
- 1. trimmed rollout manager code; 2. added option to docker scripts
  yaqiu
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Commits on Aug 20, 2021
- updated api doc for policy manager
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Commits on Aug 23, 2021
- 1. simplified rl/learning code structure; 2. fixed bugs in rl example docker script
  yaqiu
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  ca7b0d9
- 1. simplified rl example structure; 2. fixed lint issues
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Commits on Aug 25, 2021
- further rl toolkit code simplifications
  yaqiu
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  db99ce2
Commits on Aug 26, 2021
- more numpy-based optimization in RL toolkit
  yaqiu
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Commits on Aug 27, 2021
- moved replay buffer inside policy
  yaqiu
  committed
  505cf4e
- bug fixes
  yaqiu
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  af1eed6
Commits on Aug 29, 2021
- numpy optimization and associated refactoring
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Commits on Aug 31, 2021
- extracted shaping logic out of env_sampler
  ysqyang
  committed
  7c407a4
- fixed bug in CIM shaping and lint issues
  yaqiu
  committed
  07a051b
Commits on Sep 1, 2021
- preliminary implemetation of parallel batch inference
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Commits on Sep 2, 2021
- fixed bug in ddpg transition recording
  ysqyang
  committed
  fde7895
- put get_state, get_env_actions, get_reward back in EnvSampler
  yaqiu
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Commits on Sep 5, 2021
- simplified exploration and core model interfaces
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Commits on Sep 6, 2021
- bug fixes and doc update
  yaqiu
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  2dbf3c3
- added improve() interface for RLPolicy for single-thread support
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Commits on Sep 7, 2021
- fixed simple policy manager bug
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Commits on Sep 11, 2021
- updated doc, rst, notebook
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  013d0fb
- updated notebook
  yaqiu
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  8f652b4
- fixed lint issues
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  8dd708f
Commits on Sep 12, 2021
- fixed entropy bugs in ac.py
  yaqiu
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  971fd04
- reverted to simple policy manager as default
  yaqiu
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  bf3cadb
Commits on Sep 14, 2021
- 1. unified single-thread and distributed mode in learning_loop.py; 2. updated api doc for algorithms and rst for rl toolkit
  yaqiu
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  e89b6db
- fixed lint issues and updated rl toolkit images
  yaqiu
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  3738bd1
Commits on Sep 15, 2021
- removed obsolete images
  ysqyang
  committed
  69c5a56
- Merge branch 'v0.2_rl_refinement' of github.com:microsoft/maro into v0.2_rl_refinement
  ysqyang
  committed
  372d44c
- added back agent2policy for general workflow use
  yaqiu
  committed
  9030200
Commits on Sep 16, 2021
- V0.2 rl refinement dist (#377)
  GQ.Chen (buptchan)
  authored
  f2dd5c0
Commits on Sep 17, 2021
- Merge branch 'v0.2_rl_refinement' of github.com:microsoft/maro into v0.2_rl_refinement
  ysqyang
  committed
  1a70410
- added checkpointing for simple and multi-process policy managers
  ysqyang
  committed
  5f70b65
- 1. bug fixes in checkpointing; 2. removed version and max_lag in rollout manager
  yaqiu
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  7b76dce
- added missing set_state and get_state for CIM policies
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- removed blank line
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Commits on Sep 22, 2021
- updated RL workflow README
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  committed
  f23fdc6
- Integrate `data_parallel` arguments into `worker_allocator` (#402)
  GQ.Chen (buptchan)
  authored
  78a2cb8
- 1. simplified workflow config; 2. added comments to CIM shaping
  yaqiu
  committed
  f8f2e6a
- lint issue fix
  yaqiu
  committed
  0b5fcd1
- 1. added algorithm type setting in CIM config; 2. added try-except clause for initial policy state loading
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Commits on Sep 24, 2021
- 1. moved post_step callback inside env sampler; 2. updated README for rl workflows
  yaqiu
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  6e941a4
- refined READEME for CIM
  yaqiu
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Commits on Sep 26, 2021
- VM scheduling with RL (#375)
  
  authored
  2b4d4eb
- SC refinement (#397)
  
  Huoran Li (lihuoran)
  and
  Jinyu Wang
  authored
  3a928b9
Commits on Oct 9, 2021
- refined workflow scripts
  yaqiu
  committed
  ea7fdde
- fixed bug in ParallelAgentWrapper
  yaqiu
  committed
  c1f8faf
Commits on Oct 10, 2021
- 1. fixed lint issues; 2. refined main script in workflows
  yaqiu
  committed
  cf1430a
- lint issue fix
  yaqiu
  committed
  485ffd7
- restored default config for rl example
  yaqiu
  committed
  4e1d37c
- Update rollout.py
  ysqyang (ysqyang)
  authored
  5b21e67
Commits on Oct 11, 2021
- refined env var processing in policy manager workflow
  yaqiu
  committed
  868bd53
Commits on Oct 12, 2021
- added hasattr check in agent wrapper
  yaqiu
  committed
  12ffd98
- updated docker_compose_yml.py
  yaqiu
  committed
  c0bae0b
Commits on Oct 13, 2021
- Minor refinement
  Huoran Li (lihuoran)
  committed
  a5ddfd5
Commits on Oct 14, 2021
- Merge branch 'v0.2_rl_refinement' into v0.3
  Huoran Li (lihuoran)
  committed
  0f2f83e
Commits on Dec 6, 2021
- Minor PR. Prepare to merge latest master branch into v0.3 branch. (#412)
  Huoran Li (lihuoran)
  authored
  6a1179c
Commits on Dec 8, 2021
- Merge latest master into v0.3 (#426)
  
  authored
  ff0f706
Commits on Jan 24, 2022
- Change `Env.set_seed()` logic (#456)
  Huoran Li (lihuoran)
  authored
  8a25f9e
Commits on Mar 4, 2022
- Remove all SC related files (#473)
  Huoran Li (lihuoran)
  authored
  526627c
Commits on Mar 7, 2022
- RL Toolkit V3 (#471)
  
  authored
  696f5b5
Commits on Mar 9, 2022
- RL renaming v2 (#476)
  Huoran Li (lihuoran)
  authored
  7b3d78a
Commits on Mar 31, 2022
- Cherry pick latest RL (#498)
  Huoran Li (lihuoran)
  authored
  00fbcee
Commits on Apr 22, 2022
- Cherry pick RL changes from `sc_refinement` (latest commit: `2a4869`) (#509)
  Huoran Li (lihuoran)
  authored
  0e11ae9
Commits on Apr 24, 2022
- RL incremental refactor (#501)
  Huoran Li (lihuoran)
  authored
  1219513
Commits on May 10, 2022
- RL component bundle (#513)
  Huoran Li (lihuoran)
  authored
  333986f
Commits on May 16, 2022
- Add method to get mapping of available tick to frame index (#415)
  Chaos Yu (chaosddp)
  authored
  ae83ac0
Commits on May 18, 2022
- Cherry pick from sc_refinement (#527)
  Huoran Li (lihuoran)
  authored
  10b9c02
Commits on May 25, 2022
- Refine `terminal` / `next_agent_state` logic (#531)
  Huoran Li (lihuoran)
  authored
  0d132cc
Commits on May 31, 2022
- Merge master into v0.3 (#536)
  
  authored
  a3dade7
Commits on Jun 9, 2022
- Merge master into v0.3 (#545)
  
  authored
  3f74eb2
Commits on Jun 10, 2022
- Merge branch 'master' into v0.3
  Jinyu-W
  committed
  569d7b1
Commits on Jun 14, 2022
- Merge branch 'master' into v0.3
  Jinyu-W
  committed
  278a881
Commits on Jun 23, 2022
- Update requirements. (#552)
  Huoran Li (lihuoran)
  authored
  ed951f0
Commits on Aug 26, 2022
- Done (#554)
  Huoran Li (lihuoran)
  authored
  3e7a43b
- Update requirements in example and notebook (#553)
  
  Huoran Li (lihuoran)
  and
  Jinyu-W
  authored
  8022cd9
Commits on Aug 31, 2022
- Refine decision event logic (#559)
  Huoran Li (lihuoran)
  authored
  9fd91ff
Commits on Oct 17, 2022
- update doc
  yizhan (YizhanShang)
  committed
  e98147e
- 1. Modify the file name, name it in lowercase and link it with an underscore
  yizhan (YizhanShang)
  committed
  4cfea6c

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