Abstract: Existing communication systems aim to reconstruct the information at the receiver side, and are known as reconstruction-oriented communications. This approach often falls short in meeting ...

The promise of AI agents has largely centered on automation: software that completes tasks independently and replaces human effort with algorithmic efficiency. But for knowledge professionals whose ...

Abstract: Enabling robots to perform everyday tasks has become increasingly important. Task planning, which decomposes task instructions into executable action sequences, is crucial for equipping ...

Toolathlon is a benchmark to assess language agents' general tool use in realistic environments. It features 600+ diverse tools based on real-world software environments. Each task requires ...