Der Agentic RL: Credit Assignment and CLI Agents MCP-Server,
verbunden mit einem Klick.

Agentic_RL_list_sources — List original papers and retrieval coverage. Discover source-linked comparisons of credit assignment, agent memory, selective observation an

Agentic_RL_search_evidence — Search original papers on agentic reinforcement learning, credit assignment and CLI agents. Use English keywords (AND), OR and quoted phrase

Agentic_RL_fetch_evidence — Fetch a complete original evidence block by the evidence_id returned from search_evidence, including section anchor, version, equations, tab

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. Em

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

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-

Agentic_RL_filter_methods — Filter agent RL credit-assignment methods by research conditions and return original section evidence and BibTeX. Discover accepted values w