Author

Aleš Kubíček

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Preprint Aug 2026

DiG-bench: Discovery in Games

DiG-bench (Discovery in Games) is released, a new benchmark for discovering new knowledge with experimentation in controlled environments where the objective is unknown, which provides games at seven tiers of difficulty for AI agents.

R. Battleday, Kai J. Sandbrink, Jimi Cullen-Drohan et al. · 2 citations · ⚡1

Preprint Aug 2026

Performance Foundations of Parallel&Distributed Reasoning Language Models

This work systematize the RL-for-LLM paradigm and provides a compute-centric analysis of prominent post-training algorithmic frameworks: Proximal Policy Optimization (PPO), Group Relative Policy Optimization (GRPO), as well as their variants, and develops a taxonomy of intra- and inter-model parallelism strategies for...

Maciej Besta, L. Schmidt, Lara Nonino et al. · 0 citations