Latest agent papers march 2026
Executive Summary Recent weeks have seen rapid advances in AI agent engineering – the design of autonomous LLM-based systems – spanning new architectures, training methods, evaluation benchmarks, and tooling standards. Key themes include long-horizon planning (using RL and subgoal decomposition to sustain coherent multi-step reasoning), multi-agent coordination (hierarchical and parallelized teams of