feat: add TRL GRPOTrainer rollout_func for WAA environments#127
Merged
feat: add TRL GRPOTrainer rollout_func for WAA environments#127
Conversation
make_waa_rollout_func() wraps WAADesktopEnv into TRL's experimental rollout_func API. Handles VLM multimodal generation (screenshot → action tokens), dense rewards via milestones, and action JSON parsing with thinking-token tolerance. Includes parse_action_json() that handles common VLM quirks (markdown fences, thinking prefixes, unknown action types). 15 tests passing (10 parser + 5 integration with mock adapter). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
make_waa_rollout_func()wraps WAADesktopEnv into TRL's experimentalrollout_funcAPIparse_action_json()handles common VLM quirks (thinking tokens, markdown fences, unknown types)Usage
Test plan
🤖 Generated with Claude Code