added PassiveADPAgent, PassiveTDAgent, and QLearningAgent in rl.py #1
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…ixing Issue 31 (quadratic search times). Note that __getitem__() and __delitem__() are still linear time, but could easily be improved also if necessary.
original code from Steve Klebanoff at https://github.com/steveklebanoff/AIMA-Python-Reinforcement-Learning/blob/master/passive_adp.py
to look more like the pseudo-code, and removed the logging
since it's a model of the mdp that is internal to the passive adp agent.
and merged it into rl.py
where alpha (rather than self.alpha) was called
added an attribute: reached_states to track new states.
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Sorry I've left this fallow so long! I'll review the new code within a week. |
and always convert them to LF on checkout
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PassiveADPAgent based loosely on the code by Steve Klebanoff at https://github.com/steveklebanoff/AIMA-Python-Reinforcement-Learning/blob/master/passive_adp.py