Course | Postgraduate |
Semester | Electives |
Subject Code | MA867 |
Subject Title | Reinforcement Learning |
The reinforcement learning problem; tabular & approximate solution methods: dynamic programming, Monto-Carlo Methods, temporal difference learning, eligibility traces; planning and
learning; dimensions of reinforcement learning.
1. Sutton R. S. and Barto, A. G., Reinforcement Learning: An Introduction, The MIT Press (2017).
2. Tesauro G., Temporal Difference Learning and TD-Gammon, Communications of the Association for Computing Machinery (1995).