Decision making robots

  • Can we trust robots to make decisions?

    Autonomous robots such as self-driving cars are already able to make decisions that have ethical consequences.
    As such machines make increasingly complex and important decisions, we will need to know that their decisions are trustworthy and ethically justified..

  • How can robots make decisions?

    Planning while keeping to rules.
    If concrete actions are not planned, the robot could use mathematical optimisation methods to decide how to act.
    Mathematical optimisation is a technique for achieving the best possible result under given circumstances, called constraints..

  • How does a robot make decisions?

    Planning while keeping to rules.
    If concrete actions are not planned, the robot could use mathematical optimisation methods to decide how to act.
    Mathematical optimisation is a technique for achieving the best possible result under given circumstances, called constraints..

  • How does AI make decisions?

    AI technologies, such as cognitive computing and machine learning, can facilitate decision-making processing by analyzing vast amounts of data, recognizing patterns, and recommending optimal solutions.
    This can help decision makers in complex scenarios, such as medical diagnosis or strategic planning..

  • How is AI used in decision-making?

    AI can use advanced algorithms and data science and analysis to provide accurate and objective insights repeatably, reducing the likelihood of human error and bias.
    Faster decision making.
    AI can process vast amounts of data at incredible speeds, enabling quick analysis and generating insights in real time..

  • What type of robots can make decisions on their own?

    Autonomous robots can function independently without human control due to advanced sensors and Artificial Intelligence (AI) that allow them to perceive their environment, navigate, make decisions and take actions..

  • Autonomous robots can function independently without human control due to advanced sensors and Artificial Intelligence (AI) that allow them to perceive their environment, navigate, make decisions and take actions.
  • Human-Robot Interaction in Decision Making
    Accordingly, robots' decisions are faster and often more accurate than human decisions, especially in situations that include much information (Bahner et al., 2008; Shneiderman, 2016).
    However, this does not mean that people have to accept the decisions made by a robot.
Before acting, robots need to plan and make decisions, which is a key part of cognition. But how do robots plan actions that will achieve their goals, whilst 
In this study, we propose a simple and efficient decision-making framework for this purpose. The robot executes its plan in a step-wise manner and any planning 
Symbolic planning uses a rapidly updated model of the environment to decide on the most appropriate action of the robot. Symbolic planning also needs to include 

Code

Python Notebooks for CS6756:A series of notebooks used in the lectures that are useful for building intuition and learning to code.

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Relevant Textbooks

The course is extensively based off of the following book:.
1) Modern Adaptive Control and Reinforcement Learning, James A.
Bagnell, Byron Boots, and Sanjiban Choudhury Other helpful books and notes:.
1) Reinforcement Learning: An Introduction, Richard S.
Sutton and Andrew G.
Barto.
2) Online Learning and Online Convex Optimization, Shai Shalev-Shwart.

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Technology

Course Website:The ONE true hub for all information.
Please check this frequently and surface any errors or sources of confusion.

Decision making robots
Decision making robots

Robot combat competition

Robot Wars is a robot combat competition that was broadcast on British television from 1998 to 2004 and from 2016 to 2018.
Each series involves teams of amateur and professional roboteers operating their own constructed remote controlled robots to fight against each other in an arena formed of steel and bullet proof glass fitted with arena hazards and containing areas occupied by hostile and heavier House Robots.
Earlier series included assault and trial courses for competing robots.

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