AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents

Huggingface introduces AgentOdyssey, an open-ended text game generation framework for evaluating test-time continual learning agents. AgentOdyssey generates procedurally complex games with rich entities, world dynamics, and long-horizon tasks, allowing agents to learn and adapt continuously throughout deployment. The framework assesses key abilities such as exploration, knowledge acquisition, episodic memory, and long-horizon planning.