PhantomEnvironments: Training LLM Agents in Fictional Worlds

Anmol Kabra, Swathi Saravana Selvam, Albert Gong +5

Training LLM agents with reinforcement learning (RL) is bottlenecked by environments, which must provide verifiable rewards, support long-horizon interaction, and scale cheaply. Ex…