Human-Agent Negotiation League (HAN)
AGENT SUBMISSION IS CLOSED
REPORT SUBMISSION IS CLOSED

Optional materials (slides / poster / video) — submission closes after

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These uploads are optional. The optional-materials deadline in your time-zone is:

The participants are challenged to build a negotiation strategy that uses the alternating offers protocol (AOP) augmented with text input/output to effectively negotiate with human subjects. Strategies should be compatible with standard AOP but may use multi-modal communication to influence or inform the human negotiator. For more information check the CFP and the Tutorial.

NEWS

  • July 15th, 2026 Optional presentation materials now open. You may now optionally upload presentation slides, a poster, and a video link for your agent from your agent page. These uploads are entirely optional and have no effect on scoring or ranking. If you prefer, you can send your video to the organizers and we will upload it for you. Submission is open until August 1st, 2026, 23:59 AoE.
  • July 11th, 2026 Finalists announced. The finalists for the HAN league are announced today. Congratulations to all qualified teams — your agents will advance to the final round against human negotiators.
  • July 1st, 2026 Travel support scholarships open. Travel support scholarships are now open for submission for finalists. To qualify you must have been a student at the time of agent submission, be a finalist, attend ANAC in person, and fill in this form by July 10th, 2026. The scholarship is provided as reimbursement of expenses supported by receipts and deemed necessary to attend the ANAC session.
  • June 22nd, 2026 Tentative qualified agents announced. The tentative list of qualified agents is announced today. It is provisional, subject to submission of the academic report by the report deadline.
  • June 17th, 2026 Final deadline extension. The agent submission deadline is extended to June 21st, 2026, 23:59 AoE and the report & requirements submission deadline to June 23rd, 2026, 23:59 AoE for all leagues (ANL, HAN, SCML). This is the final extension — no further extensions will be granted.
  • June 8th, 2026 Starting with the next tournament, we will allow at most ONE agent per participant in the online competition (per league-track). This keeps tournaments fast and aligns with the ANAC one-agent-per-team rule. If a participant has more than one active agent in a track, only one is entered. The last tournament of the qualification will run around June 11th, 2026.
  • June 4th, 2026 New fairness rule: each team may run at most two agents in the same league-track (ANL, HAN, and each SCML track — OneShot, Standard, Collusion — counted separately). If a team has more active agents than that in a track, only the most recently uploaded two run — the oldest are dropped. Please keep at most two active agents per track. ANAC rules does not allow multiple agents from the same team to compete in the same league-track (multiple agents from the same institution are allowed as long as they are developed independently). You MUST keep only ONE agent per league per track by the submission deadline.
  • May 31st, 2026 You can now self-declare the technologies your negotiator uses (Deep Learning, MARL, Game Theory, Bayesian methods, RAG, etc.) on the agent edit page. Tagging is voluntary and does not affect scoring or ranking in any way — it helps researchers find agents that match the methods they're surveying.
  • May 21st, 2026 Two new tabs on the participant home page — Stats (per-league rollup of best/mean/latest scores + exception totals) and Charts (score-over-time line plots, one card per league). The HAN league is included as soon as a tournament finishes against your agent.
  • May 19th, 2026 The HANI playground — the same web interface human participants will use against your finalists — is now live at https://anac.cs.brown.edu/hanplay/app. Use it to feel exactly what your negotiator faces on the other side: scenario rendering, offer / counter-offer / text-message UI, time limits, and the post-round summary. The interface source code lives at github.com/autoneg/hani if you want to inspect or extend it. If you started from the standard han2026 template, the playground is already wired into your local workflow — just run han2026 gui from your project root to launch it locally against your own negotiator. No additional setup is needed.
  • May 19th, 2026 Starting May 21st, 2026 we will enforce Python naming conventions on every new submission. Negotiators whose class name is the placeholder MyNegotiator (or MyAgent) or whose module path contains the segment mynegotiator (or myagent) will be rejected by the submission form and excluded from official tournament runs. Please pick a unique PascalCase class name (e.g. MyTeamNegotiator) and a lower_snake_case dotted module path (e.g. teamx.strategy) before re-uploading. If you submitted with the default placeholder names, you should have received an email with the details — reply to that email if you need help.
  • May 7th, 2026 The submission deadline has been extended to June 15th, 2026 for all leagues.
  • February 6th, 2026 The submission site is now ready for submissions. Welcome to HAN 2026!
Finalists (4 — in alphabetical order by agent name)
# Agent ID Corresponding Author Team Institute Country Links
1 AegisAgentR168 22280 Mizuno Team 374 🇯🇵 JP
2 CivicHAN 22270 Michael Ibrahim Team 409 Cairo University 🇪🇬 EG
3 Equinox 21099 Roshia Equinox Kyoto University 🇯🇵 JP
4 NegotiatorX 21049 Serhat Giydiren TeamX Özyeğin University 🇹🇷 TR
Qualified agents (22 — in alphabetical order by agent name)
# Agent ID Corresponding Author Team Institute Country Links
1 AdaptiveBargainNegotiator 21709 Hajime Endo Team Ukku Tokyo University of Agriculture and Technology 🇯🇵 JP
2 AegisAgentR168 22280 Mizuno Team 374 🇯🇵 JP
3 Agent96 22147 Ismail Kerfai Agent96 Leibniz Universität Hannover 🇩🇪 DE
4 AgoraAINegotiator 21181 Christos Tsoufis agoraAI Université Paris Dauphine - PSL 🇫🇷 FR
5 CivicHAN 22270 Michael Ibrahim Team 409 Cairo University 🇪🇬 EG
6 Closerv23 22286 Avinash Pathak Team 422 IIIT Hyderabad 🇮🇳 IN
7 CodexAgentHan 21723 Ryota GENSEKI Team 507 Tokyo University of Agriculture and Technology 🇯🇵 JP
8 Equinox 21099 Roshia Equinox Kyoto University 🇯🇵 JP
9 Group8 21399 Asim Sallio Group_8 Özyeğin University 🇹🇷 TR
10 Gunner_Agent 21480 Omer Shani Steinmetz Team 372 College of Management Academic Studies 🇮🇱 IL
11 HannariHamaguriHAN 21125 Rinon Asanuma Team 376 Tokyo University of Agriculture and Technology 🇯🇵 JP
12 HiHan 21736 カズマ チーム298 Tokyo University of Agriculture and Technology 🇯🇵 JP
13 HybridPisaNegotiator 21787 Beste Nur Pacci Team 508 Özyeğin University 🇹🇷 TR
14 LastOffer 21405 Felix Bieber Last Offer Leibniz Universität Hannover 🇩🇪 DE
15 NegotiatorX 21049 Serhat Giydiren TeamX Özyeğin University 🇹🇷 TR
16 Nekotiator 21656 Toshikazu Ogura Team 390 Nagoya Institute of Technology 🇯🇵 JP
17 NeoNegotiator 21627 Eymen Team 377 Özyeğin University 🇹🇷 TR
18 NEXUSNegotiator 21113 Shahzeen Ahmad Team 387 Özyeğin University 🇹🇷 TR
19 Semruk 21086 Mehmet Tuğberk ÇİL Semruk Özyeğin University 🇹🇷 TR
20 SnowyDayAgent 22262 Tyrone Serapio ST Brown University 🇺🇸 US
21 Sun 21400 Uraz Kağan GÜNEŞ Team 434 Özyeğin University 🇹🇷 TR
22 T2Agent 21146 TogasakiTakashi Team 397 Tokyo University of Agriculture and Technology 🇯🇵 JP

Disqualified: hagent — Missing report and description; MiAgent — Missing report and description

Tournament Leaderboard Leaderboard frozen

HAN Tournament Results

Based on tournament #19180 — Started at (agents downloaded at ) with 2 scenarios (576 negotiations).

# Team/Agent Score
1 Closerv22 5,948
2 NegotiatorX 5,844
3 NeoNegotiator 5,652
4 Semruk 5,646
5 AegisAgentR168 5,517
6 CivicHAN 5,400
7 HannariHamaguriHAN 5,279
8 NEXUSNegotiator 5,273
9 T2Agent 5,246
10 Equinox 5,014
11 SnowyDayAgent 4,954
12 Sun 4,950
13 Group8 4,938
14 LastOffer 4,777
15 Agent96 4,725
16 HybridPisaNegotiator 4,640
17 AgoraAINegotiator 4,292
18 CodexAgentHan 4,233
19 hagent 4,150
20 hello!han 4,011
22 AdaptiveBargainNegotiator 3,646
23 Gunner_Agent 3,521
24 Default Negotiator 2,500

Times shown are UTC.

Registered (24 New + 1 Default): 25 teams
Default Negotiator (20915)

Missing Report and Description (2 Competitors): 2 teams
Will not run in the official competition — a report or description should have been submitted by hagent (21687), MiAgent (21058)

Disqualified (2):
MiAgent(21058) — Missing report and description , hagent(21687) — Missing report and description

Running in the official competition (22 Competitors): 22 teams
AdaptiveBargainNegotiator (21709), AegisAgentR168 (22280), Agent96 (22147), AgoraAINegotiator (21181), CivicHAN (22270), Closerv23 (22286), CodexAgentHan (21723), Equinox (21099), Group8 (21399), Gunner_Agent (21480), HannariHamaguriHAN (21125), HiHan (21736), HybridPisaNegotiator (21787), LastOffer (21405), NegotiatorX (21049), Nekotiator (21656), NeoNegotiator (21627), NEXUSNegotiator (21113), Semruk (21086), SnowyDayAgent (22262), Sun (21400), T2Agent (21146)

Links

Important Dates (GMT-12)

Final Submission June 21st, 2026
Report Submission June 23rd, 2026
Optional materials (slides / poster / video) August 2nd, 2026 (optional)
Finalist Announcement July 10th, 2026
Scholarship Application July 10th, 2026
Winner Announcement August 2026

Statistics (2026)

Statistics (Total)

Past Competitions

Sponsors