nus

National University of Singapore

Name	Categories	Topics	References	Credibility	CreateDate	UpdateDate	Title	RelatedNotes	NavigationOrder	Eleventy	TemplateEngineOverride	Created
20260520_skillgenbench_benchmarking_skill_generation_llm_agents	paper_analysis	agent_architecture, evaluation, skill_curation, llm, reasoning	quanta_alpha, sjtu, pku, nus, xjtu, tsinghua_university, sufe, ntu, ucas	100			SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents	ontology_skill_analysis	[object Object]	[object Object]	md
20260602_lintree_explicitly_structured_search_histories	paper_analysis\|paper_analysis	reasoning, llm, agent_architecture, memory_mechanism	nus, oatml_oxford	100			LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories	chain_of_thought_prompting_elicits_reasoning	[object Object]	[object Object]	md
20260624_evoarena_tracking_memory_evolution	paper_analysis	memory_mechanism, agent_architecture, llm, evaluation, embodied_ai	nus, ntu, terminalbench_2	100			EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments	Self-Harness: Harnesses That Improve Themselves	[object Object]	[object Object]	md
20260702_memory_in_the_age_of_ai_agents_a_survey	paper_analysis	memory_mechanism, agent_architecture, survey, llm, long_term_memory	nus, fudan_university, pku, renmin_university_of_china	100			Memory in the Age of AI Agents: A Survey — Forms, Functions and Dynamics		[object Object]	[object Object]	md
20260703_self_evolving_world_models_llm_agent_planning	paper_analysis	world_model, self_evolving_agents, memory_mechanism, embodied_ai, reasoning	nus, alfworld, deepmind	100			Self-Evolving World Models for LLM Agent Planning	from_tokens_to_states_llms_world_models, world_models_in_pieces_structural_certification, memory_r1_enhancing_llm_agents_manage_utilize_memories_rl, stop_comparing_llm_agents_without_disclosing_harness	[object Object]	[object Object]	md
20260731_memrl_self_evolving_agents_runtime_rl_episodic_memory	paper_analysis	memory_mechanism, reinforce_learning, agent_architecture, llm, reasoning, long_term_memory	sjtu, xidian_university, nus, shanghai_innovation_institute, memtensor	100			MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory		[object Object]	[object Object]	md

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