2 papers
cs.MA2026
[COMP25] The Automated Negotiating Agents Competition (ANAC) 2025 Challenges and Results
Reyhan AydoÄan, Tim Baarslag, Tamara C. P. Florijn +3
This paper presents the primary research challenges and key findings from the 15th International Automated Negotiating Agents Competition (ANAC 2025), one of the official competiti…
cs.MA2025
AOAD-MAT: Transformer-based multi-agent deep reinforcement learning model considering agents' order of action decisions
Shota Takayama, Katsuhide Fujita
Multi-agent reinforcement learning focuses on training the behaviors of multiple learning agents that coexist in a shared environment. Recently, MARL models, such as the Multi-Agen…