منابع مشابه
To Go or Not to Go: A Case for Q-Learning at Unsignalized Intersections
Autonomous driving at intersections with traffic lights and stop signs can be handled by simple rules, however unsignalized intersections remain a challenging problem. We explore the effectiveness of using Deep Q Networks to handle such problems. Combining several recent advances in Deep RL, were we able to learn policies that surpass the performance of a commonly-used rule based approach in se...
متن کاملTo Go or Not To Go? A Near Unsupervised Learning Approach For Robot Navigation
It is important for robots to be able to decide whether they can go through a space or not, as they navigate through a dynamic environment. This capability can help them avoid injury or serious damage, e.g., as a result of running into people and obstacles, getting stuck, or falling off an edge. To this end, we propose an unsupervised and a near-unsupervised method based on Generative Adversari...
متن کاملTo Go or Not To Go: N-hop Congestion Notice with Experience Support for Dynamic Detouring
A dynamic detour scheme for intelligent transportation systems (ITSs) to avoid traffic congestion is proposed in this paper. When running into traffic congestion, vehicles usually can do nothing but waiting. The proposed scheme can prevent driver suffer from traffic congestion by balancing traffic flows with nhop notices method and experience-support method. Congestive information can be receiv...
متن کاملPaying Not to Go to the Gym
How do consumers choose from a menu of contracts? We analyze a novel dataset from three U.S. health clubs with information on both the contractual choice and the day-to-day attendance decisions of 7,752 members over three years. The observed consumer behavior is difficult to reconcile with standard preferences and beliefs. First, members who choose a contract with a flat monthly fee of over $70...
متن کاملGo Directly (or Indirectly) to Gq
1999). However, egl-30 G q ␣ probably has additional ef-(or Indirectly) to Gq fectors, since a presumptive loss-of-function allele of egl-8 PLC causes less severe phenotypes than strong reduction-of-function alleles of egl-30 G q ␣ (Miller et al., 1999). A fundamental mechanism for regulating synaptic trans-Since diacylglycerol (DAG) is a major end product mission is the control of neurotransm...
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ژورنال
عنوان ژورنال: Cell Cycle
سال: 2015
ISSN: 1538-4101,1551-4005
DOI: 10.1080/15384101.2015.1018059