In developing intelligent systems, reasoning plays a crucial role in drawing conclusions from the existing knowledge. Two primary reasoning methods employed in AI are Forward and Backward Chaining. These techniques allow machines to engage in logical reasoning and tackle complex problems efficiently. Forwa...
Forward chainingReverse chainingIn the rapidly evolving landscape of artificial intelligence (AI) and the Internet of Things (IoT), the significance of device diagnostics and prognostics is paramount for guaranteeing the dependable operation and upkeep of intricate systems. The capacity to precisely ...
Theorem Prover (Rocktäschel & Riedel, 2017) and its extensions, adopt instead a counterpart approach whereby knowledge is expressed as dense vector embedding representations that are learned in a differentiable manner by using a symbolically inspired backward chaining algorithm and (soft) unification....
BlockWorld AI is a project that is programmed to demonstrate the forward chaining process by calculating the path to reach from an initial state to the goal state.Code ExampleRun it with the following command format: java BlockWorldAI [input file]...
Notification-based forward chainingdoi:US8214316 B2US