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CS 4630: Intelligent Robotics and Perception

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Presentation on theme: "CS 4630: Intelligent Robotics and Perception"— Presentation transcript:

1 CS 4630: Intelligent Robotics and Perception
Tucker Balch Wonderful to be here! This is work led by me in collaboration with my graduate students at CMU I am going to focus on work begun over the last year that I plan to continue in the future General -- collaborations

2 Foraging Robots (1994) Balch, et al, AI Magazine, 1995. Tucker Balch
Georgia Institute of Technology AMiRE October, 2001

3 Foraging Robots (1997) Balch, AI Magazine, 1997.
Balch, Autonomous Robots, 2000. Tucker Balch Georgia Institute of Technology AMiRE October, 2001

4 Foraging Robots (2001) Stroupe & Balch, submitted.
Emery & Balch, submitted. Tucker Balch Georgia Institute of Technology AMiRE October, 2001

5 Foraging Robots ( ) Basic Foraging Heterogeneous Communication & Cooperation Behaviors & Coordination Tucker Balch Georgia Institute of Technology AMiRE October, 2001

6 Behavior-Based Control: Biological Inspiration
Food Barrier X Frog Arbib, 198? Tucker Balch Georgia Institute of Technology AMiRE October, 2001

7 Behavior-Based Control: Biological Inspiration
Tucker Balch Georgia Institute of Technology AMiRE October, 2001

8 Behavior-Based Control: Biological Inspiration
Tucker Balch Georgia Institute of Technology AMiRE October, 2001

9 Behavior-Based Control: Biological Inspiration
X Tucker Balch Georgia Institute of Technology AMiRE October, 2001

10 Behavior-Based Control: Biological Inspiration
Tucker Balch Georgia Institute of Technology AMiRE October, 2001

11 Behavior-Based Control: Biological Inspiration
Tucker Balch Georgia Institute of Technology AMiRE October, 2001

12 Motor Schemas Multiple independent processes each generate a vector combined by weighted summation Computationally simple and fast Enables design by composition. (Arkin 1989) Related to artificial potential fields Khatib (85), Krogh (84), Payton (89), Singh (98) Tucker Balch Georgia Institute of Technology AMiRE October, 2001

13 Motor Schemas Multiple independent processes each generate a vector combined by weighted summation Computationally simple and fast Enables design by composition. (Arkin 1989) Related to artificial potential fields Khatib (85), Krogh (84), Payton (89), Singh (98) Tucker Balch Georgia Institute of Technology AMiRE October, 2001

14 Motor Schemas Multiple independent processes each generate a vector combined by weighted summation Computationally simple and fast Enables design by composition. (Arkin 1989) Related to artificial potential fields Khatib (85), Krogh (84), Payton (89), Singh (98) Tucker Balch Georgia Institute of Technology AMiRE October, 2001

15 Motor Schemas Multiple independent processes each generate a vector combined by weighted summation Computationally simple and fast Enables design by composition. (Arkin 1989) Related to artificial potential fields Khatib (85), Krogh (84), Payton (89), Singh (98) Tucker Balch Georgia Institute of Technology AMiRE October, 2001

16 Motor Schemas Multiple independent processes each generate a vector combined by weighted summation Computationally simple and fast Enables design by composition. (Arkin 1989) Related to artificial potential fields Khatib (85), Krogh (84), Payton (89), Singh (98) Tucker Balch Georgia Institute of Technology AMiRE October, 2001

17 Motor Schemas: Move to Goal
Tucker Balch Georgia Institute of Technology AMiRE October, 2001

18 Motor Schemas: Avoid Obstacle
Tucker Balch Georgia Institute of Technology AMiRE October, 2001

19 Motor Schemas: Avoid Obstacle + Move to Goal
Tucker Balch Georgia Institute of Technology AMiRE October, 2001

20 Behavior Based Pushing
Tucker Balch Georgia Institute of Technology AMiRE October, 2001


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