Our work, "Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning", got accepted to ICLR 2026. arxiv.org/abs/2505.15782 1/N Joint work with Francisco S. Melo and Alberto Sardinha.

Here’s Pedro at yet another international conference! 🙌✨ GAIPS member Pedro P. Santos presented “Centralized training with hybrid execution in multi-agent reinforcement learning via predictive observation imputation” at #AAAI2026, Singapore 🇸🇬 📄 Check out his paper: doi.org/10.1016/j.ar...

Here’s some photos of GAIPS member @pedrosantospps.bsky.social presenting his work on ICML 2025 in Vancouver and EWRL 2025 in Tübingen, Germany. His poster was selected as a "spotlight poster" (top 2.6% of the papers)! 🙌 Read his work here: icml.cc/virtual/2025...

Walking around posters at @icmlconf.bsky.social, I was happy to see some buzz around convex RL—a topic I’ve worked on and strongly believe in. Thought I’d share a few ICML papers on this direction. Let’s dive in👇 But first… what is convex RL? 🧵 1/n

Happy to share that our paper "The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes" got accepted as a spotlight poster at the International Conference on Machine Learning (ICML).