| May 20, 2026 | New paper out: Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents. 📝 |
| May 16, 2026 | New paper out: PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning. 🎥 |
| Apr 30, 2026 | EchoRL: Reinforcement Learning via Rollout Echoing accepted to ICML 2026 🎉 |
| Apr 04, 2026 | Memory-R1 (Main) and Self-Evolving Multi-Agent Systems via Textual Backpropagation (Findings) accepted to ACL 2026 🎉 |
| Aug 27, 2025 | Memory-R1 went viral! It was shared by a major tech influencer on X (~100K views) and featured by MarkTechPost. 🚀 |
| Aug 15, 2025 | TCP: A Benchmark for Temporal Constraint-Based Planning accepted to EMNLP 2025 (Main) 🎉 |