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frozen-lake

Here are 7 public repositories matching this topic...

kochlisGit / Reinforcement-Learning-Algorithms

This project focuses on comparing different Reinforcement Learning Algorithms, including monte-carlo, q-learning, lambda q-learning epsilon-greedy variations, etc.

python reinforcement-learning monte-carlo openai-gym q-learning policy rl-agents epsilon-greedy dynamic-programming markov-chains approximation-algorithms ucb1 q-lambda exploration-exploitation thomson-sampling frozen-lake multi-bandit-army

Updated Feb 15, 2022
Python

omcandido / ORLA

ORLA is a symbolic reinforcement learning approach that learns a value-based argumentation framework as a reasoning engine for solving a task. This repo demonstrates ORLA on both the Foggy Frozen Lake and the Takeaway tasks.

reinforcement-learning deep-reinforcement-learning argumentation explainable-ai symbolic-reinforcement-learning frozen-lake keepaway orla

Updated Aug 23, 2023
Jupyter Notebook

neilchen1998 / frozen-lake

We use Policy Iteration and Value Iteration to solve the frozen lake problem

policy-iteration value-iteration frozen-lake

Updated Jan 2, 2023
Python

omcandido / RL-AA

End-to-end reinforcement learning pipeline integrating abstract argumentation

reinforcement-learning combinatorial-optimization abstract-argumentation explainable-ai frozen-lake

Updated Mar 13, 2023
Jupyter Notebook

audrina-ebrahimi / AI_Course_Projects

This repository serves as a collection of projects completed as part of an AI course.

reinforcement-learning gym mdp rl minimax value-iteration gymnasium taxi frozen-lake connect-four-game pettingzoo

Updated Aug 27, 2023
Python

Animesh-Chourey / Frozen-Lake

Various reinforcement learning algorithms implemented on the frozen lake grid world.

reinforcement-learning q-learning sarsa policy-evaluation policy-iteration value-iteration model-based-reinforcement-learning policy-improvement frozen-lake

Updated Aug 29, 2022
Python

exactful / cross-entropy-rl

Using the cross-entropy method to solve Frozen Lake.

openai-gym cross-entropy frozen-lake

Updated Feb 6, 2023
Python

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