Evidence Receipt. Related Resources.
Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/preventing-learning-stagnation-in-ppo-by-scaling-to-1-million-parallel-environments
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-03-19
- Score updated
- 2026-04-02
- Score fresh until
- 2026-05-02
- References
- 0
- Source count
- 0
- Coverage
- 33%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments
Canonical ID preventing-learning-stagnation-in-ppo-by-scaling-to-1-million-parallel-environments | Route /signal-canvas/preventing-learning-stagnation-in-ppo-by-scaling-to-1-million-parallel-environments
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/preventing-learning-stagnation-in-ppo-by-scaling-to-1-million-parallel-environmentsMCP example
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"query_text": "Summarize Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments"
}
}source_context
{
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"normalized_query": "2603.06009",
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"paper_ref": "preventing-learning-stagnation-in-ppo-by-scaling-to-1-million-parallel-environments",
"topic_slug": null,
"benchmark_ref": null,
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}Preparing verified analysis
Dimensions overall score 7.0
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