The State of AI 2019 – Reinforcement Learning – OpenAI 5 (excerpt)
Source: OpenAI 5 (https://bit.ly/2JwbGc2)
From "The State of AI 2019: Divergence" (www.stateofai2019.com):
"Reinforcement learning is enabling multi-agent collaboration. In 2019, developments in RL will also enable groups of agents to interact and collaborate with each other more effectively. Games, which present a safe and bounded environment for learning, are valuable for training RL systems (Aditya Kaul).
Defence of The Ancients 2 (Dota2) is a cooperative online game for teams of five players. While previous environments required AI agents to optimise only for their own success when responding to the actions of other teams, Dota2 requires agents to consider the success of their team."
Explore more at www.stateofai2019.com
Source: OpenAI 5 (https://bit.ly/2JwbGc2)
From “The State of AI 2019: Divergence” (www.stateofai2019.com):
“Reinforcement learning is enabling multi-agent collaboration. In 2019, developments in RL will also enable groups of agents to interact and collaborate with each other more effectively. Games, which present a safe and bounded environment for learning, are valuable for training RL systems (Aditya Kaul).
Defence of The Ancients 2 (Dota2) is a cooperative online game for teams of five players. While previous environments required AI agents to optimise only for their own success when responding to the actions of other teams, Dota2 requires agents to consider the success of their team.”
Explore more at www.stateofai2019.com
