anl-agents 0.2.0

Agents submitted to the ANL league of ANAC 2025 since 2024

This repository contains agents (negotiators) submitted to the ANL league of the ANAC Competition

To install this package just run:

pip install anl-agents

There are two ways to submit agents to this repository:

1. Participate in the ANAC competition https://anac.cs.brown.edu/anl
2. Submit a pull-request with your agent added to the contrib directory.

Getting lists of agents

You can get any specific subset of the agents in the library using get_agents(). This function has the following parameters:

• version: Either a competition year (2024, ...) or the value "contrib" for all other agents. You can also pass "all" or "any" to get all agents.
• track: The track (advantage, utility, welfare, nash, kalai, kalai-smorodinsky)
• qualified_only: If true, only agents that were submitted to ANL and ran in the qualifications round will be returned.
• finalists_only: If true, only agents that were submitted to ANL and passed qualifications will be returned.
• winners_only: If true, only winners of ANL (the given version) will be returned.
• top_only: Either a fraction of finalists or the top n finalists with highest scores in the finals of ANL.
• as_class: If true, the agent classes will be returned otherwise their full class names.

For example, to get the top 10% of the "advantage" track finalists in year 2024 as strings, you can use:

get_agents(version=2024, track="advantage", finalists_only=True, top_only=0.1, as_class=False)

ANAC 2026 Results

Finalists (17)

#	Agent	ID	Author	Team	Institute	Country
1	AaNanteLucky	21329	Rinon Asanuma	Team 376	Tokyo University of Agriculture and Technology	Japan
2	AgentNexus_2.0	21639	Nishanth Rajan	Team 407	Leibniz Universität Hannover	Germany
3	Anchor	21786	David Izhaki	Team 512	Bar-Ilan University	Israel
4	AOA007	21621	Achiya Zigler	AOA007	Bar-Ilan University	Israel
5	BadIronV4	21565	Itamar Hassidim	Team 408	Bar-Ilan University	Israel
6	BalanceAgent	21688	Tianzi Ma	CARC	Harbin Institute of Technology, Shenzhen	China
7	BetterCallAgentInfinityV1000	21762	Steffan Wolter	BetterCallAgent	Leibniz Universität Hannover	Germany
8	ChangAgent	21381	Shengbo Chang	tnap	Tokyo University of Agriculture and Technology	Japan
9	HalucinatorAgent2026	21676	Gayathri Rajeev	Hallucinators	Leibniz Universität Hannover	Germany
10	Ianos	20963	Konstantinos Katsaras	Team 340	University of Macedonia	Greece
11	MirageV145	22289	Avinash Pathak	Team 422	Independent	India
12	PerikosV3	22271	Kosuke Nakata	Team 412	Tokyo University of Agriculture and Technology	Japan
13	Phantom8	21810	Jeremy Hui	Team 358	Rutgers University	United States
14	SBDANL	22290	Hajime Endo	Team Ukku	Tokyo University of Agriculture and Technology	Japan
15	Snake	20829	HIROTADA Matsumoto	Team 195	Tokyo University of Agriculture and Technology	Japan
16	Staborn Negotiator	22146	Athina Georgara	Team 505	University of Southampton	United Kingdom
17	WhaleV0.2	21350	Omri Perry	Whales	Bar-Ilan University	Israel

Get them after install with:

get_agents(2026, finalists_only=True)

Qualified agents (37)

#	Agent	ID	Author	Team	Institute	Country
1	AaNanteLucky	21329	Rinon Asanuma	Team 376	Tokyo University of Agriculture and Technology	Japan
2	AdaptiveBathNegotiator	21759	尘	Team 425	North China Electric Power University	China
3	Agent360	21043	Noam Kazum	Team 360	College of Management Academic Studies	Israel
4	AgentNexus_2.0	21639	Nishanth Rajan	Team 407	Leibniz Universität Hannover	Germany
5	Anchor	21786	David Izhaki	Team 512	Bar-Ilan University	Israel
6	AOA007	21621	Achiya Zigler	AOA007	Bar-Ilan University	Israel
7	BadIronV4	21565	Itamar Hassidim	Team 408	Bar-Ilan University	Israel
8	BalanceAgent	21688	Tianzi Ma	CARC	Harbin Institute of Technology, Shenzhen	China
9	BetterCallAgentInfinityV1000	21762	Steffan Wolter	BetterCallAgent	Leibniz Universität Hannover	Germany
10	ChangAgent	21381	Shengbo Chang	tnap	Tokyo University of Agriculture and Technology	Japan
11	CodexAgentAnl	21802	Ryota GENSEKI	Team 507	Tokyo University of Agriculture and Technology	Japan
12	Cunning Merchant	21589	Kaan Gonenli	Team 485	Özyeğin University	Türkiye
13	DecepTor	21573	MertAltintasOzu	Team 493	Özyeğin University	Türkiye
14	EmEfAgent	21044	Emir ali Şahinoğulları	AgentInOzu	Özyeğin University	Türkiye
15	Erman Conceal Negotiator	22139	David Erman	Team 833	Bar-Ilan University	Israel
16	GroupN	21569	cetinhosafci	Team 492	Özyeğin University	Türkiye
17	HalucinatorAgent2026	21676	Gayathri Rajeev	Hallucinators	Leibniz Universität Hannover	Germany
18	Ianos	20963	Konstantinos Katsaras	Team 340	University of Macedonia	Greece
19	IscasAgent	21124	Yize Li	Team 391	University of Chinese Academy of Sciences Institute of Software,Chinese Academy of Sciences	China
20	LIonel	21369	wei	Team 423	Nanjing University of Science and Technology	China
21	LoonyGryphon	21353	Harrison Oates	Team 418	Australian National University	Australia
22	MajiKayo	21584	Kota Fujimoto	Team 344	Aichi	Japan
23	MirageV145	22289	Avinash Pathak	Team 422	Independent	India
24	MiyaDreamBelief	21328	Miyashita Taisuke	Team 421	Tokyo University of Agriculture and Technology	Japan
25	Nashty Negotiator 12	21795	Lukas Knölker	Nashty Negotiators	Leibniz Universität Hannover	Germany
26	NegotiatorX_ANL	21102	Serhat Giydiren	TeamX	Özyeğin University	Türkiye
27	ohanl	22257	カズマ	チーム298	Tokyo University of Agriculture and Technology	Japan
28	OverlapConceder	20462	Ali Jahani	Team 285	University of Tehran	Iran
29	OzuNegotiator	21413	Umair Ahmad	Team 363	Özyeğin University	Türkiye
30	PerikosV3	22271	Kosuke Nakata	Team 412	Tokyo University of Agriculture and Technology	Japan
31	Phantom8	21810	Jeremy Hui	Team 358	Rutgers University	United States
32	SBDANL	22290	Hajime Endo	Team Ukku	Tokyo University of Agriculture and Technology	Japan
33	Snake	20829	HIROTADA Matsumoto	Team 195	Tokyo University of Agriculture and Technology	Japan
34	Staborn Negotiator	22146	Athina Georgara	Team 505	University of Southampton	United Kingdom
35	tjqzagent	21140	TJQZ_Agent	Team 395	Institute of Software, Chinese Academy of Sciences	China
36	WhaleV0.2	21350	Omri Perry	Whales	Bar-Ilan University	Israel
37	XGAgent	21728	Fukutoku Yuma	Team 305	Tokyo University of Agriculture and Technology	Japan

Get them after install with:

get_agents(2026, qualified_only=True)

Disqualified (2): phantom_etneg, TokyoV11

ANAC 2025 Results

Qualified agents (17)

#	Agent	ID	Author	Team	Institute	Country
1	a4e	20680	カズマ	チーム298	Tokyo University of Agriculture and Technology	Japan
2	Astrat3m	20407	Yunfei Wang	ChongqingAgent	Chongqing Jiaotong University	China
3	CARC2025	21892	carc (anl2025)	carc (anl2025)	—	—
4	eoh_agent	20711	Hallel Weinberg	EOH	Bar-Ilan University	Israel
5	JeemNegotiator1	20485	Mark Vexler	Team 291	Bar-Ilan University	Israel
6	kAgent	20744	kon	Team 309	colleagues	Japan
7	KDY	20543	Yuji Kobayashi	Tema KDY	Tokyo University of Agriculture and Technology	Japan
8	OzUAgent	21893	team_156	team_156	—	—
9	ProbaBot	20424	Loes Peters	Team 273	Centrum Wiskunde & Informatica (CWI)	Netherlands
10	RivAgent	20400	Jumpei Kawahara	Natures	Tokyo University of Agriculture and Technology	Japan
11	RUFL	20826	Garrett Seo	Team 271	Rutgers University	United States
12	SacAgent	20805	Hosssein Savari	University of Tehran	University of Tehran	Iran
13	Smart Negotiator	20442	Jonathan Mandl	Dream Team	Bar-Ilan University	Israel
14	StarGold15	20700	Or Aharoni	Team 287	Bar-Ilan University	Israel
15	TheMemorizer	20715	Ido	Team 307	Bar-Ilan University	Israel
16	UfunATAgent	21894	team_305	team_305	—	—
17	Wagent	20572	Yunfei Wang	Team 300	Chongqing Jiaotong University	China

ANAC 2024 Results

Qualified agents (22)

#	Agent	ID	Author	Team	Institute	Country
1	Agent007	20359	Talha Özer	Team 236	Özyeğin University	Türkiye
2	AgentKB	21891	teamkb (anl2024)	teamkb (anl2024)	—	—
3	AgentNyan	20161	Ryota Arakawa	Team 123	Tokyo University of Agriculture and Technology	Japan
4	AgentRenting2024	20245	Mick Elshout	Team Renting	Utrecht University	Netherlands
5	AntiAgent	20238	Panagiotis Aronis	AntiAgents	Utrecht University	Netherlands
6	BargainBot	20280	Dmitrii Ratusniuc	Team 209	Utrecht University	Netherlands
7	BidBot	20365	Azra Oymaagac	Team 240	Özyeğin University	Türkiye
8	CARCAgent	20344	Tianzi Ma	CARC	Harbin Institute of Technology, Shenzhen	China
9	chaos-agent-anl	20248	Ayan Sengupta	AloneInTokyo	Independent	Japan
10	Goldie	20282	Ethan Beaird	Tulsa Eulers	University of Tulsa	United States
11	Group6	20357	Asim Ozturk	Team 235	Özyeğin University	Türkiye
12	INegotiator	21889	team_191	team_191	—	—
13	KatlaNirAgent	20362	Omer Bartfeld	TipsOnly	College of Management Academic Studies	Israel
14	KosAgent	20269	Kosuke Nakata	Team 205	Tokyo University of Agriculture and Technology	Japan
15	MissG	20226	Bug Lee	Team 182	Utrecht University	Netherlands
16	MyAgent86	20364	Arda Kucuk	Team 234	Özyeğin University	Türkiye
17	Nayesian2	21888	susumu	susumu	—	—
18	Shochan	20168	takayama	takafam	Tokyo University of Agriculture and Technology	Japan
19	SliBwaTer	20231	Pieter van der Werff	Team Twistin'	Utrecht University	Netherlands
20	TAKAgent	21890	team_232	team_232	—	—
21	The Dealmaker	20230	Ilan Brilovitch	Team 186	College of Management Academic Studies	Israel
22	UOAgent	20277	Hirotada Matsumoto	Team moto	Tokyo University of Agriculture and Technology	Japan

Winners of the ANL 2025 Competition

• First Place (tie): RUFL
• First Place (tie): SacAgent
• Third Place: UfunAtAgent

You can get these agents after installing anl-agents by running:

get_agents(2025, winners_only=True)

Winners of the ANL 2024 Competition

Advantage Track

• First Place: Shochan
• Second Place: UOAgent
• Third Place: AgentRenting2024

You can get these agents after installing anl-agents by running:

get_agents(2024, track="advantage", winners_only=True)

Nash Track

• First Place: Shochan

You can get this agent after installing anl-agents by running:

get_agents(2024, track="nash", winners_only=True)

Installation Note

If you are on Apple M1, you will need to install tensorflow before installing this package on conda using the method described here