PUBG Ally: A Conversational Embodied Agent as an AI Teammate

TL;DR - PUBG Ally is a voice-enabled embodied agent that combines language-model reasoning and tool use with a fast control layer to act as a real-time teammate in PUBG. Its deployment demonstrates how agentic systems can be trained and evaluated through large-scale live human interaction while meeting latency and safety constraints.

• The agent interprets speech, tracks context, inspects game state, and selects high-level actions that guide low-level movement, combat, and recovery controls.
• Training data spans nearly 39,000 real gameplay sessions containing speech, decisions, tool calls, actions, and player feedback.
• Deployment uses on-device model compression, context compaction, targeted safety training, runtime guardrails, and memory redaction.
• Across confirmed users surveyed in 141 countries, positive recommendation responses exceeded negative ones by 25.1 percentage points.