Multi-Robot Exploration Using Potential Games - Philip, George
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The exploration of environments using collaborative robots has received much attention from the research community in recent years. They offer advances in planetary exploration, reconnaissance, rescue missions, etc., where hostile environments pose a risk to humans. In this book, we consider exploring a 2-D environment with multiple robots by modelling the problem as a Potential Game rather than using conventional frontier-based dynamic programming algorithms. A potential game is a type of game that results in coordinated behaviours amongst players. This is done by enforcing strict rules for…mehr

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Produktbeschreibung
The exploration of environments using collaborative robots has received much attention from the research community in recent years. They offer advances in planetary exploration, reconnaissance, rescue missions, etc., where hostile environments pose a risk to humans. In this book, we consider exploring a 2-D environment with multiple robots by modelling the problem as a Potential Game rather than using conventional frontier-based dynamic programming algorithms. A potential game is a type of game that results in coordinated behaviours amongst players. This is done by enforcing strict rules for each player in selecting an action from its action set. As part of this game, we define a potential function for the game that is meaningful in terms of achieving the greater objective of exploring a space. Furthermore, an objective function is assigned for each player from this potential function. Simulations show that the resulting potential game algorithm outperforms uncoordinated algorithms by taking less time to uncover a space.
Autorenporträt
Dr.George Philip (born-1960) completed his post graduation from the University College,Kerala, M.Phil from Poona University,and Ph.D from Mahatma Gandhi University, Kerala.He is teaching History since 1992 at C.M.S College till date.Currently he is the Vice-Principal of C.M.S College,Kottayam and also the Head of Department of History.