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.
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.
Our Dota 2 result shows that self-play can catapult the performance of machine learning systems from far below human level to superhuman, given sufficient compute. In the span of a month, our system went from barely matching a high-ranked player to beating the top pros and has continued to improve
Our Dota 2 result shows that self-play can catapult the performance of machine learning systems from far below human level to superhuman, given sufficient compute. In the span of a month, our system went from barely matching a high-ranked player to beating the top pros and has continued to improve
This article debunks the news that Facebook stopped out of control AI chat
bots talking to each other in a new language they invented for themselves.
This article debunks the news that Facebook stopped out of control AI chat
bots talking to each other in a new language they invented for themselves.
Last weekend I went to attend one event hosted by GE digital in association with T-HUB and Idea labs.
The event was about industrial IoT and Predix Platform developed by GE Digital for IIOT.
It was a very much informative event, and I also had the privilege to meet some awesome people over there who are part of this platform development.
GE is the well-known company we all know.
Now coming to the usage of IoT and analytics in this. GE Develops a lot of turbines…
We’ve created a bot which beats the world’s top professionals at 1v1 matches of Dota 2 under standard tournament rules. The bot learned the game from scratch by self-play, and does not use imitation learning or tree search. This is a step towards building AI systems which accomplish well-defined goals
We’ve created a bot which beats the world’s top professionals at 1v1 matches of Dota 2 under standard tournament rules. The bot learned the game from scratch by self-play, and does not use imitation learning or tree search. This is a step towards building AI systems which accomplish well-defined goals
Artificial intelligence has already provided beneficial tools that are used
every day by people around the world. Its continued development, guided by
the following principles, will offer amazing opportunities to help and
empower people in the decades and centuries ahead.
