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taxi-v3

Here are 15 public repositories matching this topic...

satwikkansal / q-learning-taxi-v3

Simple q-learning implementation for taxi-v3 environment of Open AI gym.

python reinforcement-learning q-learning gym taxi-v2 taxi-v3

Updated Feb 16, 2022
Python

tekgulburak / Q-learning-taxi-v3-

Taxi-v3 project using OpenAI gym

agent qlearning ai gym rl gymnasium gym-environment taxi-v3

Updated Nov 6, 2023
Jupyter Notebook

khaledfouda / Exploration-and-Implementation-of-the-MAXQ-andQlearning-algorithms-for-the-taxi-problem

In this paper we re-define MAXQ and the taxi environment and Implement them in R. We then apply Qlearning to the same problem. Our conclusion is that MAXQ works as good as Qlearning for this problem. Our aim is illustrate the advantages of using hierarchical reinforcement learning methods.

r reinforcement-learning qlearning hierarchical-reinforcement-learning maxq taxi-v3

Updated Aug 20, 2021
R

wecet / Experimenations-in-Reinforcement-Learning

Experiment 1: Comparison of key bandit algorithms; Experiment 2: Comparison of Q and SARSA Learning on Taxiv3 environment' ; Experiment 3: Comparison of Q, SARSA and CEM Learning on LunarLanderv2 Environment

machine-learning reinforcement-learning ai gym sarsa rl q cem lunarlander-v2 taxi-v3

Updated Feb 21, 2022
Jupyter Notebook

Mehrab-Kalantari / Taxi-v3-Q-Learning

A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment

openai-gym q-learning reinceforcement-learning taxi-v3

Updated Sep 23, 2024
Python

showman-sharma / taxi-v3-learning

In this project, we tried two different Learning Algorithms for Hierarchical RL on the Taxi-v3 environment from OpenAI gym. SMDP Q-Learning and Intra Option Q-Learning and contrasted them with two other methods that involve hardcoding based on human understanding. We conclude that the solutions learnt by machine are way superior than humans for …

machine-learning reinforcement-learning openai-gym semi-markov-decision-process q-learning-algorithm taxi-v3 opengy

Updated Jul 31, 2022
Jupyter Notebook

NijatZeynalov / Taxi-v3

OpenAI's Taxi-v3 environment.

reinforcement-learning openai-gym reinforcement-learning-environments taxi-v3

Updated Apr 20, 2020
Python

lanesket / taxi-gym-problem

OpenAI Gym (Q-learning)

reinforcement-learning q-learning taxi-v3

Updated May 12, 2020
Jupyter Notebook

SwamiKannan / Taxi-navigation

Compare q-learning, SARSA and Expected SARSA to solve AI gym's Taxi-v3 environment

reinforcement-learning expected-sarsa gym-environment sarsa-learning q-learning-vs-sarsa q-learning-algorithm taxi-v3

Updated Oct 25, 2022
Jupyter Notebook

jayanthd04 / Q-learning-Frozen-Lake-and-taxi

Implementation of Q-learning Algorithm on FrozenLake and Taxi environments

machine-learning reinforcement-learning q-learning frozenlake taxi-v3

Updated Apr 1, 2024
Jupyter Notebook

Konrad-Olszewski / Q_LEARNING_EG_SARSA_TAXI

Q_LEARNING_EG_SARSA_TAXI

python machine-learning reinforcement-learning epsilon-greedy sarsa q-learning-algorithm taxi-v3

Updated Jul 28, 2024
Jupyter Notebook

krisha01 / Reinforcement-Learning---Q-learning

Reinforcement Learning practice for Taxi-v-3 and Frozen Lake environments

reinforcement-learning qlearning qlearning-algorithm frozenlake reinforcement-learning-environments taxi-v3

Updated Dec 8, 2020
Jupyter Notebook

dan-niles / openai-gym-taxi-analysis

Scripts to test the influence of learning rate and discount rate on q-learning algorithms using OpenAI Gym's Taxi environment

reinforcement-learning q-learning gym taxi-v3 cs3613

Updated Dec 27, 2022
Python

Horadry / Taxi_v3

My solution to the OpenAI Taxi-v3 task

reinforcement-learning q-learning openai taxi-v3

Updated Jul 11, 2022
Jupyter Notebook

pranav-0309 / taxi_route_optimization

Finding the optimal route that a taxi has to take to pick up and drop a customer

python reinforcement-learning jupyter-notebook q-learning epsilon-greedy epsilon-decay taxi-v3

Updated Jul 4, 2024
Jupyter Notebook

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