Awesome Ai Agents 2026
Section: Key Papers · Deliberate problem solving
ActiveScore 74
Entry
Tree of Thoughts
Appears in 4 awesome lists
search over reasoning trees.
Found in these lists
Awesome AI Papers
Section: NLP
SlowScore 51
Awesome LLM Reasoning
Section: 2023 · [code]
ActiveScore 69
awesome-nlp
Section: Reasoning and Test-Time Compute · search over reasoning trees.
FreshScore 90
Often listed next to it
ReAct
The foundational paper defining the Thought/Action/Observation loop structure that underlies virtually every agent harness. Required reading for understanding why the loop is structured the way it is and where each harness component maps onto the reasoning-acting cycle.
In 7 listsDetails
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Multi-path sampling + majority vote: GSM8K 57% → 74%
In 5 listsDetails
HuggingGPT
Solving AI Tasks with ChatGPT and its Friends in HuggingFace
In 5 listsDetails
Generative Agents: Interactive Simulacra of Human Behavior
a paper that presents computational software agents that simulate believable human behavior
In 5 listsDetails
In 3 lists
Voyager
Open-ended embodied agent in Minecraft
In 3 lists
LIMA
"less is more for alignment"; small high-quality SFT data goes a long way.
In 2 lists