Robot wars this is not – it's more Robo MasterChef as one little machine learns how to make an omelette from scratch.
The robot must know how and when to add ingredients and also how to make the omelette taste good, which is a subjective human experience.
Getting it right involves texture, smell and appearance, showing there's more to cooking than just following a recipe of ingredients.
Researchers from the University of Cambridge worked with the domestic appliance company Beko to train the unnamed robot.
"Cooking is a really interesting problem for roboticists, as humans can never be totally objective when it comes to food, so how do we as scientists assess whether the robot has done a good job?" said Fumiya Iida from Cambridge's department of engineering, who led the research.
The results show that machine learning can be used to record measurable improvements in food optimisation.
Teaching a robot to cook involves complex problems in robot manipulation, computer vision, sensing and human-robot interaction to produce a consistent end product.
Advances in artificial intelligence have led to several prototype robot chefs but, so far, they have not replicated the skills of a human chef.
Other groups have trained robots to make biscuits, pancakes and pizza, but these robot chefs have not been optimised for the many subjective variables involved in cooking.
Egg dishes, omelettes in particular, are considered a test of culinary skill.
"An omelette is one of those dishes that is easy to make, but difficult to make well," Mr Iida said.
"We thought it would be an ideal test to improve the abilities of a robot chef, and optimise for taste, texture, smell and appearance.
“Humans aren't very good at giving absolute measures, and usually give relative ones when it comes to taste," he said.
"So we needed to tweak the machine learning algorithm, the so-called batch algorithm, so that human tasters could give information based on comparative evaluations rather than sequential ones."
But how did the robot measure up as a chef? "The omelettes in general tasted great – much better than expected," Mr Iida said.
The results were first reported in the journal IEEE Robotics and Automation Letters.
Suggested picnic spots
Abu Dhabi
Umm Al Emarat Park
Yas Gateway Park
Delma Park
Al Bateen beach
Saadiyaat beach
The Corniche
Zayed Sports City
Dubai
Kite Beach
Zabeel Park
Al Nahda Pond Park
Mushrif Park
Safa Park
Al Mamzar Beach Park
Al Qudrah Lakes
What are the influencer academy modules?
- Mastery of audio-visual content creation.
- Cinematography, shots and movement.
- All aspects of post-production.
- Emerging technologies and VFX with AI and CGI.
- Understanding of marketing objectives and audience engagement.
- Tourism industry knowledge.
- Professional ethics.
How has net migration to UK changed?
The figure was broadly flat immediately before the Covid-19 pandemic, standing at 216,000 in the year to June 2018 and 224,000 in the year to June 2019.
It then dropped to an estimated 111,000 in the year to June 2020 when restrictions introduced during the pandemic limited travel and movement.
The total rose to 254,000 in the year to June 2021, followed by steep jumps to 634,000 in the year to June 2022 and 906,000 in the year to June 2023.
The latest available figure of 728,000 for the 12 months to June 2024 suggests levels are starting to decrease.
What it means to be a conservationist
Who is Enric Sala?
Enric Sala is an expert on marine conservation and is currently the National Geographic Society's Explorer-in-Residence. His love of the sea started with his childhood in Spain, inspired by the example of the legendary diver Jacques Cousteau. He has been a university professor of Oceanography in the US, as well as working at the Spanish National Council for Scientific Research and is a member of the World Economic Forum’s Global Future Council on Biodiversity and the Bio-Economy. He has dedicated his life to protecting life in the oceans. Enric describes himself as a flexitarian who only eats meat occasionally.
What is biodiversity?
According to the United Nations Environment Programme, all life on earth – including in its forests and oceans – forms a “rich tapestry of interconnecting and interdependent forces”. Biodiversity on earth today is the product of four billion years of evolution and consists of many millions of distinct biological species. The term ‘biodiversity’ is relatively new, popularised since the 1980s and coinciding with an understanding of the growing threats to the natural world including habitat loss, pollution and climate change. The loss of biodiversity itself is dangerous because it contributes to clean, consistent water flows, food security, protection from floods and storms and a stable climate. The natural world can be an ally in combating global climate change but to do so it must be protected. Nations are working to achieve this, including setting targets to be reached by 2020 for the protection of the natural state of 17 per cent of the land and 10 per cent of the oceans. However, these are well short of what is needed, according to experts, with half the land needed to be in a natural state to help avert disaster.
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UAE currency: the story behind the money in your pockets
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Europa League group stage draw
Group A: Villarreal, Maccabi Tel Aviv, Astana, Slavia Prague.
Group B: Dynamo Kiev, Young Boys, Partizan Belgrade, Skenderbeu.
Group C: Sporting Braga, Ludogorets, Hoffenheim, Istanbul Basaksehir.
Group D: AC Milan, Austria Vienna , Rijeka, AEK Athens.
Group E: Lyon, Everton, Atalanta, Apollon Limassol.
Group F: FC Copenhagen, Lokomotiv Moscow, Sheriff Tiraspol, FC Zlin.
Group G: Vitoria Plzen, Steaua Bucarest, Hapoel Beer-Sheva, FC Lugano.
Group H: Arsenal, BATE Borisov, Cologne, Red Star Belgrade.
Group I: Salzburg, Marseille, Vitoria Guimaraes, Konyaspor.
Group J: Athletic Bilbao, Hertha Berlin, Zorya Luhansk, Ostersund.
Group K: Lazio, Nice, Zulte Waregem, Vitesse Arnhem.
Group L: Zenit St Petersburg, Real Sociedad, Rosenborg, Vardar
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Profile of Whizkey
Date founded: 04 November 2017
Founders: Abdulaziz AlBlooshi and Harsh Hirani
Based: Dubai, UAE
Number of employees: 10
Sector: AI, software
Cashflow: Dh2.5 Million
Funding stage: Series A
Key facilities
- Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
- Premier League-standard football pitch
- 400m Olympic running track
- NBA-spec basketball court with auditorium
- 600-seat auditorium
- Spaces for historical and cultural exploration
- An elevated football field that doubles as a helipad
- Specialist robotics and science laboratories
- AR and VR-enabled learning centres
- Disruption Lab and Research Centre for developing entrepreneurial skills
What is Folia?
Prince Khaled bin Alwaleed bin Talal's new plant-based menu will launch at Four Seasons hotels in Dubai this November. A desire to cater to people looking for clean, healthy meals beyond green salad is what inspired Prince Khaled and American celebrity chef Matthew Kenney to create Folia. The word means "from the leaves" in Latin, and the exclusive menu offers fine plant-based cuisine across Four Seasons properties in Los Angeles, Bahrain and, soon, Dubai.
Kenney specialises in vegan cuisine and is the founder of Plant Food Wine and 20 other restaurants worldwide. "I’ve always appreciated Matthew’s work," says the Saudi royal. "He has a singular culinary talent and his approach to plant-based dining is prescient and unrivalled. I was a fan of his long before we established our professional relationship."
Folia first launched at The Four Seasons Hotel Los Angeles at Beverly Hills in July 2018. It is available at the poolside Cabana Restaurant and for in-room dining across the property, as well as in its private event space. The food is vibrant and colourful, full of fresh dishes such as the hearts of palm ceviche with California fruit, vegetables and edible flowers; green hearb tacos filled with roasted squash and king oyster barbacoa; and a savoury coconut cream pie with macadamia crust.
In March 2019, the Folia menu reached Gulf shores, as it was introduced at the Four Seasons Hotel Bahrain Bay, where it is served at the Bay View Lounge. Next, on Tuesday, November 1 – also known as World Vegan Day – it will come to the UAE, to the Four Seasons Resort Dubai at Jumeirah Beach and the Four Seasons DIFC, both properties Prince Khaled has spent "considerable time at and love".
There are also plans to take Folia to several more locations throughout the Middle East and Europe.
While health-conscious diners will be attracted to the concept, Prince Khaled is careful to stress Folia is "not meant for a specific subset of customers. It is meant for everyone who wants a culinary experience without the negative impact that eating out so often comes with."
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