muratkrty / reinforcement-learning-robot-in-mazeLinks
Matlab/Octave implementation of Reinforcement learning (Q learning algorithm).
☆24Updated 6 years ago
Alternatives and similar repositories for reinforcement-learning-robot-in-maze
Users that are interested in reinforcement-learning-robot-in-maze are comparing it to the libraries listed below
Sorting:
- libpomdp is a set of POMDP approximation algorithms implemented in Java and Matlab☆29Updated 11 years ago
- ☆37Updated 9 years ago
- Inverse Reinforcement Learning, Inverse Optimal Control, Apprenticeship Learning, Imitation Learning review☆46Updated 4 years ago
- Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…☆121Updated 3 years ago
- Q-Learning pendulum swing-up problem with animation as it's learning.☆29Updated 9 years ago
- Implementing a Reinforcement Learning algorithm based upon a partially observable Markov decision process, applicable in modelling decisi…☆58Updated 5 years ago
- Implementation of basic reinforcement learning algorithms (Q-learning, SARSA, Policy iteration and Value Iteration) on benchmark RL MDPs …☆37Updated 9 years ago
- Matlab code to control underactuated systems based on a hybrid approach that combines neural networks, reinforcement learning, fuzzy logi…☆30Updated 12 years ago
- ☆13Updated 8 years ago
- Heuristic Dynamic Programming with Python☆14Updated 11 years ago
- 2048 playing agent using deep Q-learning in Matlab.☆41Updated 9 years ago
- Deep Gaussian Process for Inverse Reinforcement Learning☆33Updated 8 years ago
- PILCO policy search framework (Matlab version)☆73Updated 7 years ago
- Implementation of Reinforcement learning using Q learning algorithm- Robot in Maze - Matlab☆28Updated 6 years ago
- POMDPs in Python.☆254Updated 6 years ago
- Safe Exploration with MPC and Gaussian process models☆89Updated 5 years ago
- Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network☆76Updated 9 years ago
- reinforcement learning ddpg code. follow deepmind papers.☆59Updated 7 years ago
- Safe reinforcement learning with stability guarantees☆236Updated 3 years ago
- Source code for examples in Book "Robust Adaptive Dynamic Programming"☆145Updated 3 years ago
- Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning☆29Updated 7 years ago
- ☆33Updated 6 years ago
- Safe learning of regions of attraction in uncertain, nonlinear systems with Gaussian processes☆39Updated 6 years ago
- solutions to the examples and exercises☆43Updated 9 years ago
- Unofficial PyBrain extension for multi-agent reinforcement learning in general sum stochastic games.☆69Updated 6 months ago
- learning the weight of each paras in DWA(Dynamic Window Approach) by using DQN(Deep Q-Learning)☆85Updated 7 years ago
- Planning algorithms for problems with uncertain world state and action outcomes (POMDP and MDP models)☆56Updated 4 years ago
- Implementation of Deep Q-Network（DQN）and Model Predictive Control, and their evaluation on the Quanser robot platform☆15Updated 5 years ago
- Monte Carlo value iteration for continuous-state POMDPs☆12Updated 12 years ago
- Reinforcement Learning-based Mobile Robot Navigation☆24Updated 8 years ago