SCML 2025
Part of the ANAC 2025 Competition @ IJCAI 2025, Montreal, Canada
We thank all our participants for their great efforts. The winners were announced in Montreal at the ANAC session @ IJCAI which was held on August 21, 2025 (15:00-17:30 ) in Room 515AB. The schedule for official IJCAI competitions can be found here. IJCAI took place in the Palais des congrès, Montreal, Canada between August 16th and August 22nd, 2025.
The slides for the winner announcement can be found here
All agent source code and reports can be found in the scml-agents GitHub repository.
Oneshot Track Final Results
| Rank | Agent | Score | Leader | Institute | Country | Winnings | Links |
| CautiousOneShotAgent | 1.091540 | Ryoga Miyajima | TUAT | Japan | 2024 Winner | Report Video Slides | |
| 1 | CostAverseAgent | 1.089634 | Yuzuru Kitamura | TUAT | Japan | 300€ | Report Video Slides |
| 1 | Rchan | 1.089524 | Shota Takayama | TUAT | Japan | 300€ | Report Video Slides |
| 1 | AlmostEqualAgent | 1.089231 | Rikuto Takano and Takeaki Sakabe | NIT | Japan | 300€ | Report Video Slides |
Standard Track Final Results
| Rank | Agent | Score | Leader | Institute | Country | Winnings | Links |
| 1 | AS0 | 1.008782 | Atsunaga Sadahiro | TUAT | Japan | 500€ | Report Video Slides |
| PenguinAgent | 0.992153 | Gou Kazusa | NIT | Japan | 2024 Winner | Report Video Slides | |
| 2 | XenoSotaAgent | 0.96013 | Sota Sakaguchi and Takanobu Otsuka | NIT | Japan | 300€ | Report Video Slides |
| 3 | Ultra Super Miracle Sora Final Agent Z | 0.936938 | Sora Nishizaki and Takanobu Otsuka | NIT | Japan | 200€ | Report Video Slides |
SCML: Finalists
| Agent | Institute | Country | Leader | Team | Track |
|---|---|---|---|---|---|
| CostAverseAgent | TUAT | Japan | Yusuru Kitamura | Team Yusuru | OneShot |
| Rchan | TUAT | Japan | Shota Takayama | takafam | OneShot |
| AlmostEqualAgent | NIT | Japan | Takano Rikuto | NIT | OneShot |
| DistRedistAgent | TUAT | Japan | Haijime Endo | Team Ukku | OneShot |
| HorYamaAgent | Kyoto University | Japan | Hauaki Horinouchi | Team Star Up | OneShot |
| AS0 | TUAT | Japan | Atsunaga Sadairo | Team Atsunaga | Standard |
| XenoSotaAgent | NIT | Japan | Sota Sakaguchi | SotaWorks | Standard |
| UltraSuparMiracleSoraFinalAgentZ | NIT | Japan | Sora Nishizaki | Team 254 | Standard |
| PriceTrendStdAgent | NIT | Japan | Kawasaki Yuta | Team 280 | Standard |
SCML 2025 Participants
OneShot
| Agent | Team Leader | Institute | Country | Team Name |
|---|---|---|---|---|
| Rchan | Takayama | TUAT | Japan | takafam |
| PPOAgent | Shoma Mizuno | NIT | Japan | Team 293 |
| AlmostEqualAgent | Takano Rikuto | NIT | Japan | Team 284 |
| AnalysisAgent | Eito Sugita | NIT | Japan | Team 283 |
| HoriYamaAgent | Hayaki Horinouchi | Kyoto University | Japan | Team STAR UP |
| MATAgent_Prelim | Tyrone Serapio | Brown University | USA | MAT |
| DistRedistAgent | Hajime Endo | TUAT | Japan | Team Ukku |
| CostAverseAgent | Yuzuru Kitamura | TUAT | Japan | TeamYuzuru |
| CautiousOneShotAgent | Ryoga Miyajima | TUAT | Japan | Team Miyajima |
| MatchingPennies | Akash Singirikonda | Brown University | USA | Team 193 |
Standard
| Agent | Team Leader | Institute | Country | Team Name |
|---|---|---|---|---|
| AS0 | Atsunaga Sadahiro | TUAT | Japan | Team ATSUNAGA |
| PriceTrendAgent (Slides) | Kawasaki Yuta | NIT | Japan | Team 280 |
| PonponAgent | Kento Fukuda | NIT | Japan | Team 255 |
| UltraSuperMiracleSoraFinalAgentZ | Sora Nishizaki | NIT | Japan | Team 254 |
| XenoSotaAgent | Sota Sakaguchi | NIT | Japan | SotaWorks |
| KATSUDON | Yamadori Kohki | NIT | Japan | MISOKATSU-TEISYOKU |
| LitaAgentYR | YIHENG TANG | Kyoto University | Japan | Team 276 |
| Penguin Agent | GouKazusa | NIT | Japan | Team Penguin |
| CautiousStdAgent | Ryoga Miyajima | TUAT | Japan | Team Miyajima |
NEWS
- August 26th, 2025 All code and reports of all agents submitted to SCML 2025 are now available at the scml-agents repo alongside agents from previous year. You can also pip install scml-agents to get them.
- August 19th, 2025 The ANAC session in Montreal will be Thursday August 21 from 3pm to 5:30pm at room 515AB. You can also join us at the first Competition booth (booth 7) anytime from 9am to 5pm.
- May 30th, 2025Submission deadline was extended to June 10th.
- March 18th, 2025The CFP is out
- May 20th, 2024 Agents submitted to SCML 2024 are now available in the scml-agents package (v0.4.9). You can install them using "pip install scml-agents". For more information, check the source code at GitHub
- May 19th, 2024 The results of SCML 2024 are now available here
Getting started and getting help
- The first thing you need to do is to read the game overview for the track you plan to submit to. You can check this year's rules for the one shot track and/or the standard track.
- If you are not registered here, do so to received updates and be able to submit your agents later here.
- After deciding which track(s) to participate in, check there detailed description ( OneShot or Standard ).
- Next, Check the tutorials. You can find video tutorials and consult the documentation and we are happy to see you joining the discussions.
- Next, Download the appropriate skeleton (OneShot Classic, RL or Standard Classic) and test it. You will find a full description on how to do that in the README as well as the docstring on top of myagent.py in the skeleton .
- Happy hacking :-) If you have any questions, bug reports, feature requests, etc, you can open an issue on the SCML GitHub page
Links
Description:
Templates (OneShot):
Templates (Standard):
Discussions:
Source Code:
Important Dates (GMT)
| Preliminary Submission | June 8th, 2025 |
| Final Submission | June 10th, 2025 |
| Report Submission | June 13th, 2025 |
| Finalist Announcement | June 24th, 2025 |
| Travel Support | TBD |
| Winner Announcement | August 16th, 2025 |
Statistics (2025)
New Teams : 19
Statistics (Total)
N. Tournaments: 1784