not sure of what to make of this but solving autonomous/selective reflection seems like a big deal in current agent frameworks. We did hit on this with iterative self-refinement in our AutoAgents framework (
text
not sure of what to make of this but solving autonomous/selective reflection seems like a big deal in current agent frameworks. We did hit on this with iterative self-refinement in our AutoAgents framework (
https://ijcai.org/proceedings/2024/0003.pdf
https://ijcai.org/proceedings/2024/0003.pdf
link
). Nice read, looking forward to the code.
text
). Nice read, looking forward to the code.
new_line
Paper: 
text
Paper: 
Scaling Test-time Compute for LLM Agents (2506.12928)
https://huggingface.co/papers/2506.12928
2506.12928
paper
resource
https://huggingface.co/papers/2506.12928
not sure of what to make of this but solving autonomous/selective reflection seems like a big deal in current agent frameworks. We did hit on this with iterative self-refinement in our AutoAgents framework (https://ijcai.org/proceedings/2024/0003.pdf). Nice read, looking forward to the code.
Paper: https://huggingface.co/papers/2506.12928
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