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The development of robotics will largely depend upon related industries: the science of materials and advances in computer systems. Analysts have identified the primary trends on the market for the next 5 years. People have a tendency to overestimate the impact from the latest technology in the near future and underestimate its impact in the long run. But this does not negate the fact that the expert community, the state and business require a roadmap to the progression of innovative industries in the foreseeable future. The authors with the annual survey of the home and industrial robots market discussed with experts the basic trends in this field plus the report for 2021 presented 11 areas that next 5yrs will have the maximum influence on the development of robotics on the globe. 1. New materials Even when we look at the simplest industrial manipulators, in 2019 there are approximately 3.5 thousand people per robot, and this ratio is unlikely to grow without radical modifications in the science of materials from where robotics is made, the authors in the review are sure. article pay special focus on two promising materials: gallium nitride (GaN), that may successfully replace silicon for transistor manufacturing; graphene, a super-thin and super-strong material where you are able to produce actuators for robots, new batteries and much more. 2. New options for energy, technologies for the collection and storage Considering how much heat generated with the combustion of gasoline and also the human requirement for energy, you can actually calculate that when everyone was eating gasoline, they will merely have 150 g of fuel every day. In turn, electric motors are actually even less energy-efficient than an inside combustion engine. In order for robots in order to compete with humans inside their capabilities, breakthrough technologies are expected within their energy supply. For example, here is the improvement of current lithium batteries, the roll-out of new batteries based on hydrogen, etc. Also, we must take into account about alternative, renewable energy sources. Finally, a technology can be carried out recharge the robot remotely, for instance, from energy sources constructed into a floor or walls. 3. Interaction of groups of robots and people These are unmanned traffic management systems. To avoid accidents and accidents, transport robots must have a channel of communication both with humans sufficient reason for each other. 4. Navigation in extreme conditions Robots must realize what they're doing and where they may be moving not merely under normal human conditions, and also where people simply cannot make it: for instance, in high altitude climates or on the seabed. In addition, situations can't be excluded if the robot will continue to be completely without communication (by way of example, underground or perhaps in the event of a satellite breakdown). In this case, you should produce a fully autonomous navigation system for unmanned devices. Similar developments already exist both abroad plus Russia. 5. Machine learning The growth and development of artificial intelligence is essential to create truly useful and “smart” robots. Over the next few years, Sberbank analysts identify four fundamental vectors of development in this field: increasing the efficiency of employing neural networks by causing their architecture more technical or reducing power consumption; teaching algorithmic procedures instead of hard programming, which will simplify and, therefore, improve the whole process of acquiring skills through the machine; mass adoption of cloud services for machine learning; improvement of motional actions of robots thanks to artificial intelligence technologies. Make The Machine Think: How Artificial Intelligence Is Developed 6. Human-machine interaction The robot economy, like all other innovative technologies, is approximately increasing productivity. That is, automation isn't a finish itself, but a tool to increase economic efficiency. The authors in the review are likely to believe that the top result will be shown not by replacing people with robots, but by their cooperation. According to them, the interaction of robots and humans will build up in four main areas: a robot as an instrument that repeats human capabilities (as an example, exoskeletons and prostheses); robot as a tool that expands human capabilities; an avatar robot, that is, a machine remotely controlled with a an affiliate hard-to-reach places; social interaction which has a person, like voice assistants and chat bots. The Emotional Robot: How a Startup is Changing the Customer Communications Industry 7. Manipulation robotics The authors with the Sberbank report believe in the next 5 years were unlikely to find out a breakthrough in hardware technologies for robots (“hardware”), nevertheless the growth and development of software will increase the capabilities reducing the costs of manipulation technology. First of, were speaking about enhancing the feedback of sensors. Robot, grabbing an object, can have to inform the operator in more detail about its weight, dimensions, compression force, etc. Also, new computer technologies is likely to make it possible to program more complicated trajectories of motion of manipulators. 8. Sensorics One from the definitions with the concept of “robot”, that your analysts of Sberbank adhere to, says that it is a device that's capable to perceive the planet around it by making use of sensors, process the signals received like this and react accordingly. Reducing the cost, simplifying and helping the capabilities of sensorics is one from the key trends inside the progression of robotics inside future years. 9. Robosimulators Large numbers of data are needed to practice robots. To receive them, it just isn't necessary to construct a model of your robot – it sometimes might be economically unprofitable, often even dangerous for an individual. Therefore, the volume of advance of computer simulators of the robot will only increase with the expansion of automation. 10. New drive Fundamentally, the principles of producing drive mechanisms are unlikely to change, but even here the authors in the review locate a field for innovation. In addition to the new super-strong materials specified inside first paragraph, these might be new motors and gearboxes. 11. Design and production Again, this really is primarily about software innovation. Libraries of electronic components, high-quality digital diaries, virtual reality tools can simplify the product design process. At the production stage, the progress of robotics will be stimulated with the emergence of new materials, their decline in price, along with the development of 3D printing. It also requires optimization of software, which will make it easier and faster to generate new machines.