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feature: enable and test different forms of centralized MAS - #73

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LovelyBuggies wants to merge 21 commits into

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cen

Open

feature: enable and test different forms of centralized MAS#73
LovelyBuggies wants to merge 21 commits into
mainfrom
cen

Commits on Oct 19, 2026
- feat: add MAGRPO switches for zero-gradient steps and a shared loss
  
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  6f50766
- refactor: rename preference to pbrl and share centralized collaboration
  
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  70c4bc2
- feat: add the centralized collaboration mode to IAC and MAAC
  
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  a24771f
Commits on Oct 20, 2026
- refactor: make checkpointing independent of pbrl
  
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  3b0102d
- refactor: bind pbrl checkpoint hooks to their helpers
  
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  f266215
- refactor: check train() checkpoint arguments in one place
  
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  ddf4d11
- refactor: run default and checkpointed training through one loop
  
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  7305437
- refactor: drop the single-process DistributedContext
  
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  9fa1562
- refactor: share one reference-KL helper across trainers
  
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  be4152d
- chore: remove a test-only replay helper and a typo alias
  
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  a27dc35
- refactor: name the extra-state restore hook like the other checkpoint hooks
  
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  1b28c16
- test: drop redundant tests and fix one config case
  
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  cdf3977
- fix: resume checkpoints written before a config field existed
  
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  3eb2449
- feat: give the centralized comparator its own answer budget
  
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  f94e2d7
- feat: let actor-critic subclasses add generate arguments
  
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  c0b23fb
- fix: build config defaults only for fields an old checkpoint lacks
  
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  e90bca0
- fix: keep DistributedContext and local_context importable, deprecated
  
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  c5b5c8c
- docs: point the README to the LeetCode and TL;DR examples
  
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  8db315b
- feat: optional per-sample backward for actor-critic updates
  
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  e927f81
- fix: per-sample backward review fixes from Codex
  
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  1234370
Commits on Oct 27, 2026
- fix: train actor-critic models in training mode
  
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  45cb2c2

Commits

Commits on Oct 19, 2026

Commits on Oct 20, 2026

Commits on Oct 27, 2026