FIELD NOTES TOPIC
atari pong
3 notes, newest first.
Concept-Guided Spatial Regularization for World Models in Atari Pong
Researchers evaluate five world model agents in Atari Pong and find inconsistencies and failures in the generated video trajectories. They hypothesize that insufficient modeling of task-critical concepts may contribute…
Concept-Guided Spatial Regularization for World Models in Atari Pong
Researchers evaluate five world model agents in Atari Pong and find failures in the generated video trajectories, such as ball disappearance and incorrect motion. They propose a new method called Concept-Guided Spatial…
Concept-Guided Spatial Regularization for World Models in Atari Pong
Researchers evaluate five different visual world-model agents in Atari Pong and find that their rollouts contain errors such as ball disappearance and incorrect motion. They propose Concept-Guided Spatial…
