ResearchReinforcement LearningDeep LearningGame Theory & Mechanism DesignReinforcement LearningLearn Fast, Dream Slow: Long-horizon Understanding via Controllable Information DecompositionIdeaThe Shape of Mechanisms to ComeLearning Trajectory Design in Multi-Agent Reinforcement LearningDeep LearningHidden Experiments: Learning Stable Reasoning Skeletons In Transformer RoutingGame Theory & Mechanism DesignNot Every Comparison Should Be Equally ConsequentialToy model