CoLLAs

Benchmarking Mobile Device Control Agents across Diverse Configurations

Juyong Lee, Taywon Min, Minyong An, Dongyoon Hahm, Haeone Lee, Changyeon Kim, Kimin Lee

ARCLE: The Abstract and Reasoning Corpus Learning Environment for Reinforcement Learning

Hosung Lee, Sejin Kim, Seungpil Lee, Sanha Hwang, Jihwan Lee, Byung-Jun Lee, Sundong Kim

Towards More Diverse Evaluation of Class Incremental Learning: Representation Learning Perspective

Sungmin Cha, Jihwan Kwak, Dongsub Shim, Hyunwoo Kim, Moontae Lee, Honglak Lee, Taesup Moon

Towards Realistic Incremental Scenario in Class Incremental Semantic Segmentation

Jihwan Kwak, Sungmin Cha, Taesup Moon

Task-agnostic continual reinforcement learning: Gaining insights and overcoming challenges

Massimo Caccia, Jonas Mueller, Taesup Kim, Laurent Charlin, Rasool Fakoor