Ashkan Soleymani

activity

20202026

most citedGeneDisco: A Benchmark for Experimental Design in Drug Discovery

8 citations · 16 across the 18 of their papers we have counts for

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2 papers · 1 filter

cs.GT2026

Multiplicative Optimism for Constant Regret in Games

Ashkan Soleymani, Georgios Piliouras

We introduce Multiplicatively Optimistic Regret Matching (MORM), an uncoupled learning rule for finite general-sum games. Under simultaneous full-information self-play, every playe…

cs.GT2025★ 1 cited

Faster Rates for No-Regret Learning in General Games via Cautious Optimism

Ashkan Soleymani, Georgios Piliouras, Gabriele Farina

We establish the first uncoupled learning algorithm that attains $O (n lo g^{2} d lo g T)$ per-player regret in multi-player general-sum games, where $n$ is the number of players, $d$ …