Reinforcement_Learning

Implementation of basic RL algorithms:

1. Policy Iteration in c++
2. Value Iteration in c++

Policy iteration and value iteration algorithms are implemented based on the board below

policy.out, value.out contains the output of running executables policy, value which are compiled from policy_iteration.cc and value_iteration.cc.

Final output and optimal policy of policy iteration:

Final output and optimal policy of value iteration: