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policy-iteration

Here are 71 public repositories matching this topic...

AgentMaker / Paddle-RLBooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

reinforcement-learning q-learning dqn policy-gradient sarsa reinforce ddpg policy-iteration value-iteration sac actor-critic double-dqn paddlepaddle c51 dueling-dqn td3 noisy-dqn nstep-dqn policy-gradient-with-baseline

Updated Nov 13, 2021
Python

chauvinSimon / Reinforcement-Learning-for-Decision-Making-in-self-driving-cars

Reinforcement-Learning-for-Decision-Making-in-self-driving-cars

reinforcement-learning monte-carlo self-driving-car dynamic-programming policy-iteration value-iteration temporal-difference

Updated Sep 18, 2018
Python

iamjagdeesh / Artificial-Intelligence-Pac-Man

CSE 571 Artificial Intelligence

reinforcement-learning deep-reinforcement-learning q-learning artificial-intelligence neural-networks epsilon-greedy breadth-first-search alpha-beta-pruning depth-first-search minimax-algorithm policy-iteration value-iteration function-approximation expectimax particle-filter-tracking uniform-cost-search greedy-search a-star-search

Updated Jan 3, 2018
Python

linesd / tabular-methods

Tabular methods for reinforcement learning

Updated Jul 3, 2020
Python

alwaysbyx / Optimization-and-Search

Implementation and visualization (some demos) of search and optimization algorithms.

optimization conjugate-gradient-descent policy-iteration value-iteration a-star-algorithm newton-method simulated-annealing-algorithm cross-entropy-method search-gradient

Updated Nov 30, 2021
Python

xgkkk / shortest-paths-RL

Using reinforcement learning to find the shortest paths.

reinforcement-learning q-learning sarsa shortest-paths policy-iteration value-iteration

Updated Jun 5, 2019
Python

akshaykhadse / reinforcement-learning

Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay

reinforcement-learning linear-programming thompson-sampling epsilon-greedy ucb policy-evaluation mdps multi-armed-bandits policy-iteration randomised-algorithms reinforcement-learning-excercises kl-divergence markovian-epidemic-processes reinforcement-learning-analysis multiarm-bandit ucb1 howards-pi batch-switching randomized-policy-iteration

Updated May 21, 2018
Python

aaksham / frozenlake

Value & Policy Iteration for the frozenlake environment of OpenAI

reinforcement-learning openai reward policy-iteration value-iteration

Updated May 14, 2019
Python

Simuschlatz / AlphaBing

♟️ Xiangqi-Engine with Self-Play Policy Iteration and Alpha-Beta-Search

python chess reinforcement-learning deep-learning tensorflow keras q-learning alpha-beta-pruning monte-carlo-tree-search policy-iteration alphago-zero alphazero

Updated Jul 31, 2023
Python

mgiannopoulos24 / Artificial-Intelligence

Solutions for the Projects of the Artificial Intelligence (CS 188) course of UC Berkeley

Updated Apr 19, 2025
Python

PeeteKeesel / basic-rl-algorithms

🤖 Implementation and short explanation of basic RL algorithms, reproducing the simulations from Andrej Kaparthy's REINFORCEjs library.

reinforcement-learning algorithms monte-carlo q-learning sarsa artficial-intelligence policy-iteration value-iteration td-lambda

Updated Mar 1, 2023
Python

yusme / LSPI

Least-Squares Policy Iteration

reinforcement-learning gym policy-iteration least-squares-policy-evaluation reinforcement-learning-environments

Updated Jul 25, 2022
Python

jayeshk7 / RL-Algorithms

Python implementation of common RL algorithms using OpenAI gym environments

reinforcement-learning sarsa policy-iteration value-iteration bandits tabular-q-learning

Updated Jan 8, 2021
Python

shehio / ReinforcementLearning

Reinforcement Learning algorithms with nothing abstracted away

python reinforcement-learning policy-gradient dynamic-programming markov-decision-processes monte-carlo-tree-search policy-iteration value-iteration temporal-differencing-learning planning-algorithms episodic-control

Updated Dec 8, 2022
Python

nicoRomeroCuruchet / DynamicProgramming

Policy Iteration for Continuous Dynamics

simplex python3 reinforcement-learning-algorithms dynamical-systems dynamic-programming nonlinear-dynamics policy-evaluation kd-trees control-theory policy-iteration value-iteration gymnasium bellman-equation

Updated May 23, 2025
Python

prakHr / Reinforcement-Learning-Book

[Book] :- Andrea Lonza - Reinforcement Learning Algorithms with Python_ Learn, understand, and develop smart algorithms for addressing AI challenges-Packt Publishing (2019)

Updated Jul 3, 2020
Python

narrow-corridor-ai

nima-siboni / narrow-corridor-ai

A reinforcement learning project for crowd-dynamics in a very narrow corridor

dynamic-programming policy-evaluation policy-iteration world-models multi-agent-reinforcement-learning

Updated Apr 21, 2020
Python

ShreeshaN / ReinforcementLearningTutorials

This repo contains implementations of algorithms such a Q-learning, SARSA, TD, Policy gradient

q-learning pytorch dqn epsilon-greedy breakout sarsa policy-iteration value-iteration monte-carlo-methods deep-q-learning model-based-rl model-free-rl td-methods model-free-control

Updated Dec 8, 2019
Python

OleguerCanal / RL-algorithms

Numpy & Keras based re-implementation of basic RL-algorithms: DP, VI, PI, SARSA, Q-Learning, DQN

reinforcement-learning q-learning dqn sarsa dynamic-programming policy-iteration value-iteration

Updated Mar 26, 2020
Python

JurajZelman / dynamic-programming-22

Scripts for the Dynamic Programming and Optimal Control 2022 course at ETH Zürich.

dynamic-programming optimal-control policy-iteration

Updated Dec 31, 2022
Python

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