How I Study AI - Learn AI Papers & Lectures the Easy Way

Intermediate

Fanqi Kong, Jiayi Zhang et al.Feb 28arXiv

Many real-life requests to AI helpers are vague, so agents must ask good questions before acting.

#Information-driven RL#Turn-level credit assignment#Counterfactual masking

Intermediate

Idan Shenfeld, Mehul Damani et al.Jan 27arXiv

This paper shows a simple way for AI models to keep learning new things without forgetting what they already know.

#Self-Distillation Fine-Tuning#On-Policy Distillation#Continual Learning

Beginner

Daixuan Cheng, Shaohan Huang et al.Jan 22arXiv

This paper shows that giving an AI a safe, tiny virtual computer (a sandbox) lets it solve many kinds of problems better, not just coding ones.

#LLM-in-Sandbox#Agentic Intelligence#Reinforcement Learning

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