⭐️⭐️⭐️⭐️ Four papers accepted to ICLR 2026

On January 25, 2026, the ICLR 2026 program committee confirmed acceptance of four of our submissions. All of them are now available on OpenReview:

• ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL – https://openreview.net/forum?id=bm3rbtEMFj
• Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning – https://openreview.net/forum?id=9cLPurIZMj
• Recurrent Action Transformer with Memory – https://openreview.net/forum?id=kByN4v0M3e
• Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation – https://openreview.net/forum?id=lJKdOYFF5W

This result would not have been possible without my colleagues. I am sincerely grateful to the team for their collaboration, insightful discussions, criticism, ideas, and the enormous amount of time invested in these projects.