The hope is that systems which _____ complex video games will be highly general, with applications outside of games.
Answer: solve
Showing posts with label OpenAI. Show all posts
Showing posts with label OpenAI. Show all posts
Relative to previous AI milestones like Chess or Go, complex video games start to capture the _____ and continuous nature of the real world.
Relative to previous AI milestones like Chess or Go, complex video games start to capture the _____ and continuous nature of the real world.
Answer: messiness
One AI milestone is to exceed _____ in a complex video game like StarCraft or Dota.
One AI milestone is to exceed _____ in a complex video game like StarCraft or Dota.
Answer: human capabilities
Follow us on Twitch to view the live broadcast, or request an invite to attend _____!
Follow us on Twitch to view the live broadcast, or request an invite to attend _____!
Answer: in person
To benchmark our progress, we'll _____ a match versus top players on August 5th.
To benchmark our progress, we'll _____ a match versus top players on August 5th.
Answer: host
This indicates that reinforcement learning can yield _____ with large but achievable scale — without fundamental advances, contrary to our own expectations upon starting the project.
This indicates that reinforcement learning can yield _____ with large but achievable scale — without fundamental advances, contrary to our own expectations upon starting the project.
Answer: long-term planning
Using a separate LSTM for each hero and no human data, it learns recognizable _____.
Using a separate LSTM for each hero and no human data, it learns recognizable _____.
Answer: strategies
It trains using a scaled-up version of Proximal Policy Optimization running on 256 GPUs and 128,000 CPU cores — a larger-scale version of the system we built to play the much-simpler _____ of the game last year.
It trains using a scaled-up version of Proximal Policy Optimization running on 256 GPUs and 128,000 CPU cores — a larger-scale version of the system we built to play the much-simpler _____ of the game last year.
Answer: solo variant
OpenAI Five plays 180 years worth of games _____ every day, learning via self-play.
OpenAI Five plays 180 years worth of games _____ every day, learning via self-play.
Answer: against itself
We may not succeed: Dota 2 is one of the most _____ esports games in the world, with creative and motivated professionals who train year-round to earn part of Dota's annual $40M prize pool (the largest of any esports game).
We may not succeed: Dota 2 is one of the most _____ esports games in the world, with creative and motivated professionals who train year-round to earn part of Dota's annual $40M prize pool (the largest of any esports game).
Answer: popular and complex
While today we play with _____, we aim to beat a team of top professionals at The International in August subject only to a limited set of heroes.
While today we play with _____, we aim to beat a team of top professionals at The International in August subject only to a limited set of heroes.
Answer: restrictions
Our team of five _____, OpenAI Five, has started to defeat amateur human teams at Dota 2.
Our team of five _____, OpenAI Five, has started to defeat amateur human teams at Dota 2.
Answer: neural networks
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