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ICML
2007
IEEE
16 years 1 months ago
Automatic shaping and decomposition of reward functions
This paper investigates the problem of automatically learning how to restructure the reward function of a Markov decision process so as to speed up reinforcement learning. We begi...
Bhaskara Marthi
117
Voted
ICML
1998
IEEE
16 years 1 months ago
RL-TOPS: An Architecture for Modularity and Re-Use in Reinforcement Learning
This paper introduces the RL-TOPs architecture for robot learning, a hybrid system combining teleo-reactive planning and reinforcement learning techniques. The aim of this system ...
Malcolm R. K. Ryan, Mark D. Pendrith
104
Voted
CHI
2006
ACM
16 years 1 months ago
HCI and the face
The workshop aims at a general assessment of facial information processing in HCI. We will discuss why certain areas of face-based HCI, such as facial expression recognition and r...
Michael J. Lyons, Christoph Bartneck
94
Voted
VLSID
2002
IEEE
160views VLSI» more  VLSID 2002»
16 years 1 months ago
An Efficient Hierarchical Timing-Driven Steiner Tree Algorithm for Global Routing
In this paper, we propose a hierarchical timing-driven Steiner tree algorithm for global routing which considers the minimization of timing delay during the tree construction as t...
Jingyu Xu, Xianlong Hong, Tong Jing, Yici Cai, Jun...
HPCA
2003
IEEE
16 years 1 months ago
Active I/O Switches in System Area Networks
We present an active switch architecture to improve the performance of systems connected via system area networks. Our programmable active switches not only flexibly route packets...
Ming Hao, Mark Heinrich