Evidence Receipt. Related Resources.
FASTER: Value-Guided Sampling for Fast RL
Use This Via API or MCP
Use this Signal Canvas via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/faster-value-guided-sampling-for-fast-rl
- Proof freshness
- stale
- Proof status
- partial
- Display score
- 8/10
- Last proof check
- 2026-04-22
- Score updated
- 2026-04-22
- Score fresh until
- 2026-05-22
- References
- 0
- Source count
- 4
- Coverage
- 83%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
FASTER: Value-Guided Sampling for Fast RL
Canonical ID faster-value-guided-sampling-for-fast-rl | Route /signal-canvas/faster-value-guided-sampling-for-fast-rl
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/faster-value-guided-sampling-for-fast-rlMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "faster-value-guided-sampling-for-fast-rl",
"query_text": "Summarize FASTER: Value-Guided Sampling for Fast RL"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "FASTER: Value-Guided Sampling for Fast RL",
"normalized_query": "2604.19730",
"route": "/signal-canvas/faster-value-guided-sampling-for-fast-rl",
"paper_ref": "faster-value-guided-sampling-for-fast-rl",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Preparing verified analysis
Dimensions overall score 8.0
GitHub Code Pulse
Claim map
- Evidencepartial
{"file name": "input.pdf", "number of pages": 16, "author": "Perry Dong; Alexander Swerdlow; Dorsa Sadigh; Chelsea Finn", "title": "FASTER: Value-Guided Sampling for Fast RL", "creation date": null
ImplicationmissingImplication not extracted yet.
Verificationpartialpartial
