Processing raw sensory inputs is crucial for applying deep RL algorithms to real-world problems. For example, […]
Fig. 1: The BRIDGE dataset contains 7200 demonstrations of kitchen-themed manipulation tasks across 71 tasks in […]
Many experimental works have observed that generalization in deep RL appears to be difficult: although RL […]
An example of our method deployed on a Clearpath Jackal ground robot (left) exploring a suburban […]
Diagram of MURAL, our method for learning uncertainty-aware rewards for RL. After the user provides a […]
By John P. Desmond, AI Trends Editor Two experiences of how AI developers within the federal government are pursuing […]
By AI Trends Staff Advances in the AI behind speech recognition are driving growth in the […]
By Lance Eliot, the AI Trends Insider Are there things that we must not know? This […]
By John P. Desmond, AI Trends Editor AI is more accessible to young people in the […]
By John P. Desmond, AI Trends Editor Engineers tend to see things in unambiguous terms, which […]