rajibhossen / dqn-examplesLinks
Working examples of Deep Q Network of Reinforcement Learning
☆13Updated 5 years ago
Alternatives and similar repositories for dqn-examples
Users that are interested in dqn-examples are comparing it to the libraries listed below
Sorting:
- OpenAI Gym environment designed for training RL agents to control the flight of a two-dimensional drone.☆51Updated 3 years ago
- The code and the trained model for A Deep Q-Network for Robotic Odor/Gas Source Localization: Modeling, Measurement and Comparative Study☆7Updated last year
- Deep Q-Network (DQN) and DDPG to address the problem of stall around the wing sail of an autonomous sailing robot☆11Updated 6 years ago
- 通过python3.6编程,利用DQN算法实现机器学习避开障碍走到迷宫终点。(Through python3.6 programming, I use DQN algorithm to achieve machine learning and avoid obstacles…☆10Updated 7 years ago
- Open AI Gym - Pendulum-v1 reinforcement learning (DQN, SAC)☆19Updated last year
- code for "Decoupled Preference-based Reinforcement Learning for Personalized Human-Robot Interaction"☆10Updated 2 years ago
- Jupyter notebook containing a solution to Sutton and Barto's gridworld problem with both a random agent and a Q-learning agent.☆32Updated 7 years ago
- Implementation of Pareto Deep Q Networks in a multi-objective Gym Reinforcement Learning Environment☆16Updated last year
- Adaptation of DQN, DDQN and COMA for multi-agent Gym environments☆12Updated last year
- OpenAI Gym environment for a drone that learns via RL.☆19Updated 5 years ago
- OpenAI's Gym Car-Racing-V0 environment was tackled and, subsequently, solved using a variety of Reinforcement Learning methods including …☆15Updated 2 years ago
- Distributed deep reinforcement learning for fighting forest fires with autonomous aerial vehicles.☆15Updated 4 years ago
- I have targeted to solve the benchmark problem in Reinforcement learning literature using Deep Q-networks with images as the only input t…☆12Updated 5 years ago
- Use deep Q network to solve maze problem generated randomly, i.e. find the shortest path in a maze☆8Updated 2 years ago
- Representing robots as graphs for reinforcement-learning in PyBullet locomotion environments.☆33Updated 4 years ago
- [UR 2023] Robust Route Planning with Distributional Reinforcement Learning in a Stochastic Road Network Environment☆22Updated 11 months ago
- ☆21Updated 2 years ago
- Gym environment for cooperative multi-agent reinforcement learning in heterogeneous robot teams☆46Updated 3 years ago
- Deep Reinforcement Learning for mobile robot navigation, a robot learns to navigate to a random goal point from random moves to adopting …☆19Updated 2 years ago
- -A framework for path-planing and obstacle avoidance using Deep Reinforcement Learning Techniques☆32Updated 4 years ago
- Multi-agent reinforcement learning for autonomous navigation for mapping and multi-objective drone swarm exploration☆36Updated 3 years ago
- Python code for Deep Reinforcement Learning with Transfer Learning in a Simulated Environment☆72Updated 2 years ago
- ☆8Updated 2 years ago
- TD Advantage Actor-Critic RL algorithm☆15Updated 6 years ago
- Experiments with Deep Reinforcement Learning on autonomous vehicles (car and uav drone) in AirSim Simulator☆50Updated 4 years ago
- Keras Implementation of TD3(Twin Delayed DDPG) with PER(Prioritized Experience Replay) option on OpenAI gym framework☆10Updated 4 years ago
- The Drone Swarm Search project provides an environment for SAR missions built on PettingZoo, where agents, represented by drones, are tas…☆45Updated 7 months ago
- This repository is for the paper "Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralog…☆20Updated 3 years ago
- Code for paper "Multi-Agent Active Search: a Reinforcement Learning Approach", submitted to ICRA 2022.☆13Updated 3 years ago
- A SAC implementation to use upon larocs/Drone_RL☆27Updated 4 years ago