Reasoning about Actions over Visual and Linguistic Modalities: A Survey

As pointed out by [Davis and Marcus, 2015], 'Actions' play a vital role in how humans interact imagine a guest asks a robot for a glass of wine; if the robot with the world and enable them to achieve desired sees that the glass is broken or has a dead cockroach inside, it goals. As a result, most common sense (CS) knowledge should not pour the wine and serve it. Similarly, if a cat runs for humans revolves around actions. While in front of a house-cleaning robot, the robot should neither'Reasoning about Actions & Change' (RAC) has run it over nor sweep it up nor put it away on a shelf. Hence, been widely studied in the Knowledge Representation the ability of artificial agents to perform reasoning and integrate community, it has recently piqued the interest CS knowledge about actions is highly desirable.