Application of reinforcement learning to wireless sensor networks: models and algorithms

InRout – A QoS aware route selection algorithm for industrial wireless sensor networks

(2011) Berta Carballido Villaverde et al.   Ad Hoc Networks

Duty cycle learning algorithm (DCLA) for IEEE 802.15.4 beacon-enabled wireless sensor networks

(2011) Rodolfo de Paz Alberola et al.   Ad Hoc Networks

A framework for Resource-Aware Data Accumulation in sparse wireless sensor networks

(2011) Kunal Shah et al.   COMPUTER COMMUNICATIONS

Networking and application interface technology for wireless sensor network surveillance and monitoring

(2011) Darminder Ghataoura et al.   IEEE COMMUNICATIONS MAGAZINE

Reinforcement learning for context awareness and intelligence in wireless networks: Review, new features and open issues

(2011) Kok-Lim Alvin Yau et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Froms: A failure tolerant and mobility enabled multicast routing paradigm with reinforcement learning for WSNs

(2010) Anna Förster et al.   Ad Hoc Networks

Distributed self-learning scheduling approach for wireless sensor network

(2010) Jianjun Niu et al.   Ad Hoc Networks

An adaptive link layer for heterogeneous multi-radio mobile sensor networks

(2010) Jeremy Gummeson et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

QELAR: A Machine-Learning-Based Adaptive Routing Protocol for Energy-Efficient and Lifetime-Extended Underwater Sensor Networks

(2010) Tiansi Hu et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

MRL-CC: a novel cooperative communication protocol for QoS provisioning in wireless sensor networks

(2010) Xuedong Liang et al.   International Journal of Sensor Networks