{"url":"/task/human-agent-collaboration","name":"Human Agent Collaboration","slug":"human-agent-collaboration","description_markdown":null,"categories":[{"name":"Natural Language Processing","url":"/area/natural-language-processing"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"derived"},"counts":{"papers_tagged":22,"papers_with_code":10,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":0,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":10,"of":10,"tagged_in_all":22,"items":[{"url":"/paper/a-survey-on-large-language-model-based-human","title":"A Survey on Large Language Model based Human-Agent Systems","date":"2025-05-01","arxiv_id":"2505.00753","repositories_listed":1,"syntology":null},{"url":"/paper/os-kairos-adaptive-interaction-for-mllm","title":"OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents","date":"2025-02-26","arxiv_id":"2503.16465","repositories_listed":1,"syntology":null},{"url":"/paper/collaborative-gym-a-framework-for-enabling","title":"Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration","date":"2024-12-20","arxiv_id":"2412.15701","repositories_listed":1,"syntology":null},{"url":"/paper/proactive-agent-shifting-llm-agents-from","title":"Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance","date":"2024-10-16","arxiv_id":"2410.12361","repositories_listed":1,"syntology":{"n":6,"n_ran":6,"n_unverified":0,"n_pointer_only":0}},{"url":"/paper/bootstrapping-linear-models-for-fast-online","title":"Bootstrapping Linear Models for Fast Online Adaptation in Human-Agent Collaboration","date":"2024-04-16","arxiv_id":"2404.10733","repositories_listed":1,"syntology":null},{"url":"/paper/embodied-llm-agents-learn-to-cooperate-in","title":"Embodied LLM Agents Learn to Cooperate in Organized Teams","date":"2024-03-19","arxiv_id":"2403.12482","repositories_listed":1,"syntology":{"n":3,"n_ran":3,"n_unverified":0,"n_pointer_only":3}},{"url":"/paper/large-language-model-based-human-agent","title":"Large Language Model-based Human-Agent Collaboration for Complex Task Solving","date":"2024-02-20","arxiv_id":"2402.12914","repositories_listed":1,"syntology":null},{"url":"/paper/causal-inference-for-chatting-handoff","title":"Causal Inference for Chatting Handoff","date":"2022-10-06","arxiv_id":"2210.02862","repositories_listed":1,"syntology":null},{"url":"/paper/toward-policy-explanations-for-multi-agent","title":"Toward Policy Explanations for Multi-Agent Reinforcement Learning","date":"2022-04-26","arxiv_id":"2204.12568","repositories_listed":1,"syntology":null},{"url":"/paper/modeling-human-ad-hoc-coordination","title":"Modeling Human Ad Hoc Coordination","date":"2016-02-11","arxiv_id":"1602.03924","repositories_listed":1,"syntology":null}],"syntology_records":2,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}