@article{breakingtheperformanceceilingincomplex, title = {Breaking the Performance Ceiling in Complex Reinforcement Learning requires Inference Strategies}, author = {Felix Chalumeau and Daniel Rajaonarivonivelomanantsoa and Ruan de Kock and Claude Formanek and Sasha Abramowitz and Oumayma Mahjoub and Wiem Khlifi and Simon du Toit and Louay Ben Nessir and Refiloe Shabe and Arnol Fokam and Siddarth Singh and Ulrich Mbou Sob and Arnu Pretorius}, year = {2025}, eprint = {2505.21236}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.21236v1}, }