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ATAL
2009
Springer
14 years 2 days ago
Reward shaping for valuing communications during multi-agent coordination
Decentralised coordination in multi-agent systems is typically achieved using communication. However, in many cases, communication is expensive to utilise because there is limited...
Simon A. Williamson, Enrico H. Gerding, Nicholas R...
ATAL
2007
Springer
13 years 11 months ago
IFSA: incremental feature-set augmentation for reinforcement learning tasks
Reinforcement learning is a popular and successful framework for many agent-related problems because only limited environmental feedback is necessary for learning. While many algo...
Mazda Ahmadi, Matthew E. Taylor, Peter Stone
ATAL
2007
Springer
13 years 11 months ago
Batch reinforcement learning in a complex domain
Temporal difference reinforcement learning algorithms are perfectly suited to autonomous agents because they learn directly from an agent’s experience based on sequential actio...
Shivaram Kalyanakrishnan, Peter Stone
ICRA
2006
IEEE
117views Robotics» more  ICRA 2006»
13 years 11 months ago
A Neurally Controlled Robot Competes and Cooperates with Humans in Segway Soccer
— A new RoboCup soccer league is being developed, focusing on human-robot interaction. In this league each team consists of both a human player, mounted on a Segway HT scooter, a...
Jason Fleischer, Botond Szatmáry, Donald Hu...
ICRA
2003
IEEE
184views Robotics» more  ICRA 2003»
13 years 10 months ago
Trajectory planning for smooth transition of a biped robot
- This paper presents a third-order spline interpolation based trajectory planning method which is aiming to achieve smooth biped swing leg trajectory by reducing the instant veloc...
Zhe Tang, Changjiu Zhou, Zengqi Sun