Browsing by Author "Sindhu, P R"

Now showing items 1-2 of 2

Algorithms for Challenges to Practical Reinforcement Learning

Sindhu, P R

Reinforcement learning (RL) in real world applications faces major hurdles - the foremost being safety of the physical system controlled by the learning agent and the varying environment conditions in which the autonomous ...
Algorithms for Product Pricing and Energy Allocation in Energy Harvesting Sensor Networks

Sindhu, P R (2018-05-09)

In this thesis, we consider stochastic systems which arise in diﬀerent real-world application contexts. The ﬁrst problem we consider is based on product adoption and pricing. A monopolist selling a product has to appropriately ...