The early deadline has passed, but there's still time to submit to LEAP @corl_conf! We're also excited to announce that Dieter Fox has joined our program 🙂 See you in Austin!
This week's #PaperILike is "Principles of Animal Cognition for LLM Evaluations: A Case Study on Transitive Inference" (Rane et al., 2025).
Still hunting for ways to understand LLMs/agents. This week: animal cognition!
PDF: amandaroyka.github.io/ICMLPOSITION.p…
Also: arxiv.org/abs/2503.02882
@BasisOrg and my group at Princeton are recruiting a postdoc to work at the intersection of robotics and code-based world models.
We’re looking for someone excited about abstractions & planning, and who knows their way around a real robot.
Link 👇 Thanks for boosting!
This week's #PaperILike is "Latent Programming Horizons in Coding Agents" (Silva et al., 2026).
Now seems like a good time to better understand what coding agents are doing. Here's a nice example of the kind of analysis one can do.
PDF:
This week's #PaperILike is "Safe Model-based Reinforcement Learning with Stability Guarantees" (Berkenkamp et al., NeurIPS 2017).
Some safe RL guarantees the learned policy is safe; this guarantees safety *during* learning. Important for RL in real!
PDF:
