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f707fd4 | 1 2 3 4 5 6 | """Custom GRPO rollout function driving ShutdownGymClient during training.
TODO (Phase 13): implement shutdown_rollout_func per PROJECT.md Section 16.3.
num_generations=4 × gradient_accumulation_steps=4 = 16 concurrent env sessions.
"""
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