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policy-iteration

Here are 150 public repositories matching this topic...

Breakend / ValuePolicyIterationVariations

Experiments testing variants of Value and Policy iterations.

reinforcement-learning convergence policy-iteration value-iteration

Updated Jan 27, 2017
Jupyter Notebook

girishpai / Reinforcement_Learning

Fundamentals of Reinforcement Learning

reinforcement-learning-algorithms policy-iteration value-iteration

Updated Jul 23, 2017
Python

howardyclo / NTHU-CEDL2017-HW2-MDPs

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

reinforcement-learning openai-gym q-learning markov-decision-processes policy-iteration value-iteration berkeley-reinforcement-learning

Updated Oct 20, 2017
Jupyter Notebook

kkhetarpal / drlbootcamp

Labs from Deep RL Bootcamp, 2017

deep-reinforcement-learning q-learning policy-iteration value-iteration

Updated Nov 2, 2017
Jupyter Notebook

victor-iyi / navigating-a-virtual-world-using-dynamic-programming

A reinforcement learning agent navigating the OpenAI's FrozenLake environment

reinforcement-learning rl-agents dynamic-programming rewards policy-iteration value-iteration

Updated Nov 26, 2017
Jupyter Notebook

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

victor-iyi / simple-Q-network

A Q Learning Reinforcement agent using a simple feed forward neural net.

reinforcement-learning tensorflow genetic-algorithm q-learning mdp markov-decision-processes policy-iteration value-iteration

Updated Jan 5, 2018
Python

mkantar / MDP

A Markov Decision Process Algorithms Implementation

python q-learning artificial-intelligence markov-decision-processes policy-iteration value-iteration

Updated Jan 5, 2018
Python

Twice22 / Reinforcement-Learning

My reports for the reinforcement learning class given at the ENS

reinforcement-learning policy-gradient reinforce policy-iteration value-iteration ucb1

Updated Jan 16, 2018
Jupyter Notebook

CEDL2017 / homework2-MDPs

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

reinforcement-learning markov-decision-processes policy-iteration value-iteration qlearning-algorithm

Updated Jan 19, 2018
Jupyter Notebook

mabirck / Deep_RL_Bootcamp

Solutions for the labs in Deep RL Bootcamp.

reinforcement-learning deep-learning deep-reinforcement-learning tutorials labs mdp neural-networks bootcamp markov-decision-processes policy-iteration value-iteration

Updated Apr 3, 2018
Jupyter Notebook

cschen1205 / cs-reinforcement-learning

Reinforcement Learning such as Q-Learn SARSA, lambda, policy iteration implemented in .NET

reinforcement-learning sarsa policy-iteration q-learn

Updated Apr 30, 2018
C#

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

ajgupta93 / Reinforcement-Learning

Reinforcement Learning projects from OpenAI Gym

reinforcement-learning openai-gym dqn policy-gradient reinforce ddpg policy-iteration value-iteration

Updated May 28, 2018
Jupyter Notebook

kaixi-wang / AI_Projects

CSCI561

constraint-satisfaction-problem alpha-beta-pruning markov-decision-processes minimax-algorithm policy-iteration value-iteration

Updated May 29, 2018
Python

GiacomoFerro / Q_Learning_Games_v3

Implementation of Policy Iteration and Value Iteration Agents for Taxi game of OpenAI gym

openai-gym q-learning policy-iteration value-iteration bellman-equation taxi-game iteration-agent

Updated May 31, 2018
Python

Jonomist / policy_consultation

A digital policy consultation across a nation as a Rails App with two key elements: (a) a ‘collaborative policy-writing’ tool (b) a Facebook messenger bot. The consultation will be live for one month, after which the insight, feedback, and deliberation will be consolidated, integrated, and built into a revised citizen-driven national vision.

rails bot democracy collaboration open-data policy-iteration policies

Updated Jun 20, 2018
Ruby

sparshgarg23 / Basic-Reinforcement-Learning

This includes sample reinfrocement learning algorithms .Currently working on an approach to use RL for more comlex navigation issues

policy dynamic-programming policy-evaluation policy-iteration

Updated Aug 10, 2018
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

waqasqammar / MDP-with-Value-Iteration-and-Policy-Iteration

Value Iteration and Policy Iteration to solve MDPs

machine-learning reinforcement-learning deep-learning openai-gym reinforcement-learning-algorithms mdps policy-iteration value-iteration frozenlake-v0

Updated Sep 22, 2018
Jupyter Notebook

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