Agentic RL: Credit Assignment and CLI Agents

Name: Agentic RL: Credit Assignment and CLI Agents
Author: space.hf.hoyant-su-agentic-rl

MCP serverMCP

Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX.

by space.hf.hoyant-su-agentic-rlhomepage ↗v1.1.0

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Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability109/109 checks ok

when	check	result	http	latency	detail
5 h ago	mcp initialize	ok	200	325 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
11 h ago	mcp initialize	ok	200	318 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
18 h ago	mcp initialize	ok	200	324 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
24 h ago	mcp initialize	ok	200	325 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
31 h ago	mcp initialize	ok	200	328 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
2 d ago	mcp initialize	ok	200	323 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
2 d ago	mcp initialize	ok	200	364 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
2 d ago	mcp initialize	ok	200	321 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
2 d ago	mcp initialize	ok	200	346 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools
3 d ago	mcp initialize	ok	200	320 ms	server Gradio 1.30.0 · protocol 2025-06-18 · 8 tools

Tools observed via MCP handshake

Agentic_RL_list_sources — List original papers and retrieval coverage. Discover source-linked comparisons of credit assignment, agent memory, selective observation and terminal benchmark
Agentic_RL_search_evidence — Search original papers on agentic reinforcement learning, credit assignment and CLI agents. Use English keywords (AND), OR and quoted phrases. Return relevant p
Agentic_RL_fetch_evidence — Fetch a complete original evidence block by the evidence_id returned from search_evidence, including section anchor, version, equations, table cells, links, and
Agentic_RL_dataset_overview — Inspect ShellOps and ShellOps-Pro task counts, train/test splits, task types, published schemas, source files, license and citation.
Agentic_RL_search_tasks — Find real ShellOps CLI benchmark tasks by case-insensitive literal substring in the complete instruction, task ID or published task type. Empty query lists all
Agentic_RL_get_task — Inspect one published ShellOps or ShellOps-Pro task by its exact task_id and partition ('shellops' or 'shellops_pro'). Returns the complete instruction, actual
Agentic_RL_list_method_facets — List exact filter values for agent RL credit granularity, supervision, value critics and evaluation settings. Each value reports its source-supported method cou
Agentic_RL_filter_methods — Filter agent RL credit-assignment methods by research conditions and return original section evidence and BibTeX. Discover accepted values with list_method_face

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kind Official MCP Registry

name Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

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Official MCP Registryspace.hf.hoyant-su-agentic-rl/agentic-rl

first seen 1 mo ago · fetched 2 d agoopen ↗

Field history (6 recent events)

1 mo ago · declared · summary → "Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX."
1 mo ago · declared · description → "Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX."
1 mo ago · declared · publisherName → "space.hf.hoyant-su-agentic-rl"
1 mo ago · declared · homepageUrl → "https://huggingface.co/spaces/Hoyant-Su/Agentic-RL"
1 mo ago · declared · version → "1.1.0"
1 mo ago · declared · protocols → ["mcp"]

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