2026
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
ICLR 2026poster
Memory is crucial for enabling agents to tackle complex tasks with temporal and spatial dependencies. While many reinforcement learning (RL) algorithms incorporate memory, the field lacks a universal benchmark to assess an agent's memory capabilities across diverse scenarios. This gap is particularl…