2 papers
cs.LG2026
Frequency-Based Hyperparameter Selection in Games
Aniket Sanyal, Baraah A. M. Sidahmed, Rebekka Burkholz +1
Learning in smooth games fundamentally differs from standard minimization due to rotational dynamics, which invalidate classical hyperparameter tuning strategies. Despite their pra…
stat.ML2024
Addressing Rotational Learning Dynamics in Multi-Agent Reinforcement Learning
Baraah A. M. Sidahmed, Tatjana Chavdarova
Multi-agent reinforcement learning (MARL) has emerged as a powerful paradigm for solving complex problems through agents' cooperation and competition, finding widespread applicatio…