Minecraft Agent

Minecraft agents are artificial intelligence systems designed to interact with and perform tasks within the Minecraft game environment, primarily focusing on improving their ability to complete complex, open-ended tasks. Current research emphasizes developing agents that leverage large language models and pre-trained vision models, often employing techniques like behavioral cloning and search-based methods to learn from human demonstrations or adapt to new situations without extensive retraining. This research contributes to advancements in artificial intelligence, particularly in areas like reinforcement learning, imitation learning, and multi-modal reasoning, and offers a valuable testbed for evaluating agent capabilities in a rich and complex virtual world.