OpenAI Baselines | Artificial Inteligence feed

"OpenAI Baselines" in AI feed

  • OpenAI Baselines: ACKTR & A2C
    OpenAI - 07:00 Aug 18, 2017
    We’re releasing two new OpenAI Baselines implementations: ACKTR and A2C. A2C is a synchronous, deterministic variant of Asynchronous Advantage Actor Critic (A3C) which we’ve found gives equal performance. ACKTR is a more sample-efficient reinforcement learning algorithm than TRPO and A2C, and requires only slightly more computation than A2C per update.
  • OpenAI Baselines: DQN
    OpenAI - 07:00 May 24, 2017
    We’re open-sourcing OpenAI Baselines, our internal effort to reproduce reinforcement learning algorithms with performance on par with published results. We’ll release the algorithms over upcoming months; today’s release includes DQN and three of its variants.