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 "citation": "@inproceedings{xu2026memgym,\n  title     = {MemGym: a Long-Horizon Memory Environment for LLM Agents},\n  author    = {Anonymous Authors},\n  booktitle = {Advances in Neural Information Processing Systems},\n  year      = {2026},\n  note      = {Under review}\n}",
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