Rahul Jain
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| title | conference | date |
|---|---|---|
| Reinforcement Learning using Generative Models for Continuous State and Action Space Systems | Reinforcement Learning from Batch Data and Simulation | 2020-11-30 |
Algorithm RandPaul uses a generative simulator, empirical Bellman updates and an actor‑critic with randomized shallow nets (only last layer learned) and sample… | ||
| Sales fleet transformation and optimisation | Logistics conference 2018 | 2018-11-24 |
Locus.sh combines specialist routing heuristics with a mixed‑integer scheduling model (backed by commercial solvers like CPLEX/Gurobi) to generate permanent… | ||
| Learning to Control Unknown Systems | Societal Networks 2018 | 2018-03-26 |
Proposes a concrete algorithm that applies posterior sampling to unknown finite MDPs and to linear stochastic systems: maintain a Bayesian posterior over… | ||
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