Microsoft Research Montréal
プロジェクト
A Text-Based Environment for Interactive Debugging In most existing approaches (shown in black), an agent rewrites its code conditioned on error messages obtained from executing its code. debug-gym equips the agent with additional tools such as pdb (shown in red),…
the Text Adventure Learning Environment Suite Reasoning is an essential skill to enable Large Language Models (LLMs) to interact with the world. As tasks become more complex, they demand increasingly sophisticated and diverse reasoning capabilities for sequential decision-making, requiring structured…
Microsoft TextWorld is an open-source, extensible engine that both generates and simulates text games. You can use it to train reinforcement learning (RL) agents to learn skills such as language understanding and grounding, combined with sequential decision making.