EMPO2: Memory-Augmented Agent (ICLR 2026)

Shared entities / Same source domain / Shared topic / What happened next

Memory-R1: RL-Based Agent Memory Management

Both cover GRPO, Memory; reported by the same outlet (arxiv.org); overlapping topics (agent, grpo, memory, only).

HCAPO: Hindsight Credit Assignment for Sparse-Reward Agent RL.

Both cover GRPO, WebShop; reported by the same outlet (arxiv.org); overlapping topics (agent, grpo, over).

SkillPyramid organizes agent skills into a hierarchy

Both cover ScienceWorld, WebShop; reported by the same outlet (arxiv.org); overlapping topics (agent, generalize).

Shared entity: ICLR / Same source domain / Shared topic / What happened next / Downstream implication

FeatBench: ICLR 2026 — Agents Exhibit "Aggressive Implementation"

Both cover ICLR; reported by the same outlet (arxiv.org); overlapping topics (agent, iclr).

Shared entity: Memory / Same source domain / Shared topic / What happened next

A paper on procedural memory asks whether agents actually reuse skills or just accumulate cruft.

Both cover Memory; reported by the same outlet (arxiv.org); overlapping topics (agent, memory).

claude-mem crossed 80K stars. Persistent memory across 28+ agent runtimes from one install

Both cover Memory; reported by the same outlet (arxiv.org); overlapping topics (agent, memory).

Shared entity: Hybrid / Same source domain / Shared topic / What happened next

Observation Masking Window: Halve Agent Context Cost.

Both cover Hybrid; reported by the same outlet (arxiv.org); overlapping topics (agent, hybrid).

Shared entity: GRPO / Same source domain / Shared topic / What happened next

RetroAgent: Dual Intrinsic Feedback.

Both cover GRPO; reported by the same outlet (arxiv.org); overlapping topics (agent, grpo).