Agentic RL: Credit Assignment and CLI Agents

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

Connector by hoyant-su-agentic-rl.hf.space · Domain verified by the MCP Registry

IndexedLicense unknownRemote (HTTP)

Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/hoyant-su-agentic-rl-hf-space-agentic-rl

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/ Remote (HTTP)

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About

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

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 7 read · 0 write · 0 delete · 1 not yet classified
Secrets: None asked for
Install scripts: Nothing to install (hosted)
Runs as: Hosted (remote endpoint)

Tools by what they do 8

From the running server's own tool list (tools/list) on Oct 25, 2026.

Read 7 · Look things up without changing anything.

Agentic_RL_dataset_overview
Agentic_RL_fetch_evidence
Agentic_RL_get_task
Agentic_RL_list_method_facets
Agentic_RL_list_sources
Agentic_RL_search_evidence
Agentic_RL_search_tasks

Not yet classified 1 · We could not tell from the name and description.

Agentic_RL_filter_methods

Network hosts it talks to 1

hoyant-su-agentic-rl.hf.space · found in remote endpoint, install command

Tools (8)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

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_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 attribution.
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_facets. Filters combine with AND; empty strings leave a facet unrestricted. Unknown critic status never matches no. Results use publication order without a relevance or quality ranking.
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 reward specification, published reference answer/command, file-entry metadata, pinned parquet rows and workspace asset links. File content is available at the source links. No shell execution or solution verification is performed.
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 count.
Agentic_RL_list_sources
List original papers and retrieval coverage. Discover source-linked comparisons of credit assignment, agent memory, selective observation and terminal benchmarks, with JSON, CSV and BibTeX links.
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 passages, source citations, equations and table cells.
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 tasks. Select partition 'all', 'shellops' or 'shellops_pro'; select published split 'all', 'train_src', 'train' or 'test'. Results are ordered by partition then task ID, with explicit pagination and no relevance scoring. The train subset is not double-counted.

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Signals

Last release: Sep 8, 2026 (1 month ago)

Details

Registry name: space.hf.hoyant-su-agentic-rl/agentic-rl
Version: 1.1.0
Auth: Auth not stated
License: License unknown
Website: huggingface.co/spaces/Hoyant-Su/Agentic-RL
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry

Rank

of 44,833 in Connectors

Score

0.522

Security 30%not yet
Popularity 25%0.30
Freshness 20%0.80
Rating 15%not yet
Docs 10%0.62

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Freshness

Active in the last 90 days. Last activity 1 month ago.

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Indexed

Found automatically from a public source. Not yet claimed by its publisher.

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Availability

100% uptime, last 30 days (1 check)

Last check: 3 days ago
Status: Up
Median response: 834 ms

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Agentic RL: Credit Assignment and CLI Agents MCP server. Agent Mart. https://agentmart.dev/connectors/hoyant-su-agentic-rl-hf-space-agentic-rl (last updated 2026-10-24)