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Greedy and EpsilonGreedy strategies, using Multi-armed Bandits algorithms
- #1438
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Greedy and EpsilonGreedy strategies, using Multi-armed Bandits algorithms
#1438
bing-j
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Axelrod-Python:dev
Axelrod-Python/Axelrod:dev
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bing-j:epsilon-greedy-strategy
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Commits on Mar 16, 2024
added and implemented epsilon_greedy.py
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added and implemented epsilon_greedy.py
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added and implemented epsilon_greedy.py
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epsilon-greedy added to _strategies.py and reference\strategy_index.rst
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Fixed update_rewards() to correctly refer to attributes, added test file
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random test created and passed, basic deterministic tests created and passed
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strategy tests completed and passedl; updated docstring to clarify initial behaviour.
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References correctly added and docstring updated with correct Name.
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for extendability: renamed module to armed_bandits, created Greedy superclass of EpsilonGreedy, and implemented option to weigh reward based on recency
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modified UNIFORM to use np.inf instead; fixed EpsilonGreedy.strategy() so that it correctly calls update_rewards() through the parent method; all previous tests passed.
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formatted armed_bandits.py using black.
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Commits on Apr 22, 2024
style changes in docstrings and comments, renamed file to bandits, updated doc test, and changed value of UNIFORM constant to -1.
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modified test file to align with changes. all tests passed!
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