Unverified Commit 15ec4245 authored by Kangrui Wang's avatar Kangrui Wang Committed by GitHub
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# Project Roadmap

## Short-term Goals
- 🗓️ Mar 25, 2025: We release VAGEN, a multi-turn reinforcement learning framework for training VLM Agents!
- [ ] Merge to RAGEN for better package mangement
- [ ] Address training stability issues
  - [ ] Lora Support
  - [ ] Implement improved early stopping and gradient clip strategies
  - [ ] Reward normalization (see RAGEN)
  - [ ] Implement improved early stopping and gradient clipping strategies
  - [ ] Reward normalization (refer to RAGEN)
- [ ] Expand evaluation framework to more diverse visual environments
- [ ] Scaling to larger models and applying TRICO to text-only tasks