The Latest and Greatest from Salesforce Research

AI Coding with CodeRL: Toward Mastering Program Synthesis with Deep Reinforcement Learning

TL;DR: CodeRL is a new framework for program synthesis through holistic integration of pretrained language models and deep reinforcement learning. By utilizing unit test feedback as part of model training and inference, and integrating with an improved CodeT5 model, CodeRL achieves state-of-the-art results on competition-level programming tasks. The following

19 Jul 2022 • Henry Hung Le #reinforcement-learning

Conversational AI Programming with CodeGen: Let AI Write Code For You

Links: Research Paper [], Github [] -------------------------------------------------------------------------------- Can you imagine a machine writing an app for you, just by telling it what you want? As futuristic as this scenario sounds, it’s actually here today. Salesforce AI Research outlines conversational AI

29 Mar 2022 • Erik Nijkamp #conversational AI