Context Value Informed In-Context Reinforcement Learning.

arXiv:2509.23209v2 Announce Type: replace-cross Abstract: In-context reinforcement learning (ICRL) has emerged as an effective paradigm for test time adaptation to unseen tasks without parameter updates. However, existing ICRL methods can exhibit brittle and u