working memory. CoRR, abs/2305.16338, 2023.

[124] Valmeekam, K., S. Sreedharan, M. Marquez, et al. On the planning abilities of large language
models (A critical investigation with a proposed benchmark). CoRR, abs/2302.06706, 2023.

[125] Liu, B., Y. Jiang, X. Zhang, et al. LLM+P: empowering large language models with optimal

planning proficiency. CoRR, abs/2304.11477, 2023.

[126] Liu, H., C. Sferrazza, P. Abbeel. Chain of hindsight aligns language models with feedback.

CoRR, abs/2302.02676, 2023.

[127] Lin, Y., Y. Chen. Llm-eval: Unified multi-dimensional automatic evaluation for open-domain

conversations with large language models. CoRR, abs/2305.13711, 2023.
TheRiseandPotentialofLargeLanguageModel BasedAgents