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UN roots for enhanced data collection to fix food security crises in Africa
The United Nations Food and Agriculture Organization (FAO) will avail financial resources and technical expertise to help African countries collect data on agriculture that is key to addressing food security crises in the continent, an official said on Monday.
Egypt-U.S. joint drill Bright Star simulates real battles
Conditions similar to real battles were created in the Egyptian-U.S. joint drill "Bright Star 2017," which are being conducted at Egypt's Mohamed Naguib Military Base and will last until Sept. 20, local media reported on Monday.
Egypt-U.S. joint drill Bright Star simulates real battles
Conditions similar to real battles were created in the Egyptian-U.S. joint drill "Bright Star 2017," which are being conducted at Egypt's Mohamed Naguib Military Base and will last until Sept. 20, local media reported on Monday.
Contact - Tesla
Contact Tesla
Learning to model other minds
We’re releasing an algorithm which accounts for the fact that other agents are learning too, and discovers self-interested yet collaborative strategies like tit-for-tat in the iterated prisoner’s dilemma. This algorithm, Learning with Opponent-Learning Awareness (LOLA), is a small step towards agents that model other minds.
Learning to model other minds
We’re releasing an algorithm which accounts for the fact that other agents are learning too, and discovers self-interested yet collaborative strategies like tit-for-tat in the iterated prisoner’s dilemma. This algorithm, Learning with Opponent-Learning Awareness (LOLA), is a small step towards agents that model other minds.
UAE martyr Sultan Al Naqbi laid to rest in Ras Al Khaimah - Emirates 24|7
UAE martyr Sultan Al Naqbi laid to rest in Ras Al Khaimah Emirates 24|7
Find Us - Tesla
Find Us Tesla
Blocking Ads From Pages that Repeatedly Share False News - meta.com
Blocking Ads From Pages that Repeatedly Share False News meta.com
Supercharger - Tesla
Supercharger Tesla
Announcing New Ways to Enjoy Memories with Friends - meta.com
Announcing New Ways to Enjoy Memories with Friends meta.com
OpenAI Baselines: ACKTR & A2C
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: ACKTR & A2C
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.
Hard Questions: What Should Happen to People’s Online Identity When They Die? - meta.com
Hard Questions: What Should Happen to People’s Online Identity When They Die? meta.com
More on Dota 2
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 since then. Supervised deep learning systems can only be as good as their training datasets, but in self-play systems, the available data improves automatically as the agent gets better.
More on Dota 2
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 since then. Supervised deep learning systems can only be as good as their training datasets, but in self-play systems, the available data improves automatically as the agent gets better.
Marketplace Expanding to Europe - meta.com
Marketplace Expanding to Europe meta.com
Dota 2
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 in messy, complicated situations involving real humans.
Dota 2
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 in messy, complicated situations involving real humans.
Gathering human feedback
RL-Teacher is an open-source implementation of our interface to train AIs via occasional human feedback rather than hand-crafted reward functions. The underlying technique was developed as a step towards safe AI systems, but also applies to reinforcement learning problems with rewards that are hard to specify.