docs: on policy training #613
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Signed-off-by: Christian Munley <cmunley@nvidia.com>
Signed-off-by: Christian Munley <cmunley@nvidia.com>
- Moved the article to concepts (it's mostly conceptual in its current form) - Reformatted the content - Added crosslinks to/from doc please double check that i did not distort any meaning as part of this change --------- Signed-off-by: Lawrence Lane <llane@nvidia.com> Co-authored-by: cmunley1 <cmunley@nvidia.com>
Signed-off-by: Lawrence Lane <llane@nvidia.com>
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RL pr for off policy training NVIDIA-NeMo/RL#1840 |
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add docs for how gym and RL enforces monotonicity and performs on policy token id corrections. add hypothetical docs on how to disable these checks for non monotonic trajectories, eg qwen3 thinking or agents with context management
disabling would be done by
NVIDIA-NeMo/RL#1812
potentially in NVIDIA-NeMo/RL#1779