technique

Learning with Opponent-Learning Awareness (LOLA)

techniqueactivelearning-with-opponent-learning-awareness-lola--c06d34c6·1 events·first seen 28d ago

Aliases: Learning with Opponent-Learning Awareness (LOLA)

Co-occurring entities

Iterated Prisoner's Dilemma Tit-for-Tat OpenAI

More like this (12)

Operator Learning LALS (Latent Association Leaning Score)MAML (Model-Agnostic Meta-Learning)Q-learning Imitation Learning QLoRA Soft Q-Learning LoRA soft-label learning OWL RLOO Federated Learning

Recent events (1)

4Openai Blog·28d ago·source ↗

Learning to Model Other Minds: OpenAI Releases LOLA Algorithm

OpenAI has released Learning with Opponent-Learning Awareness (LOLA), an algorithm designed for multi-agent settings where each agent accounts for the fact that other agents are also learning. LOLA discovers self-interested yet collaborative strategies such as tit-for-tat in the iterated prisoner's dilemma. The work represents an early step toward agents capable of modeling other minds and reasoning about opponent behavior.

AI Safety Research Agent and Tool Ecosystem Iterated Prisoner's Dilemma Tit-for-Tat OpenAI +1 more