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ATAL
2005
Springer
14 years 1 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
IROS
2006
IEEE
97views Robotics» more  IROS 2006»
14 years 1 months ago
A New Method of Force Control for Unknown Environments
–We propose a new control technique for force control on unknown environments. In particular, the proposed approach overcomes the need for precise estimation of environment param...
Vishnu Mallapragada, Duygun Erol, Nilanjan Sarkar
AROBOTS
2004
127views more  AROBOTS 2004»
13 years 7 months ago
Distributed, Physics-Based Control of Swarms of Vehicles
We introduce a framework, called "physicomimetics," that provides distributed control of large collections of mobile physical agents in sensor networks. The agents sense...
William M. Spears, Diana F. Spears, Jerry C. Haman...
ICMAS
1998
13 years 8 months ago
Implementation Issues on Market-Based QoS Control
In this paper, we discuss two major tradeoffs, spatial and temporal tradeoffs, that appear when applying marketbased computing to multimedia network applications. The former appea...
Hirofumi Yamaki, Yutaka Yamauchi, Toru Ishida
ICRA
1994
IEEE
100views Robotics» more  ICRA 1994»
13 years 11 months ago
SM2 for New Space Station Structure: Autonomous Locomotion and Teleoperation Control
The Self-Mobile Space Manipulator (SM2) has evolved to adapt to the new pre-integrated I-beam structure of the Space Station Freedom (SSF). In this paper, we first briefly overvie...
Michael C. Nechyba, Yangsheng Xu