lightninglu10 / pacman-reinforcementlearning
a pacman AI with a reinforcement learning agent that utilizes value iteration, policy iteration, policy extraction, Q-learning.
☆24Updated 11 years ago
Related projects ⓘ
Alternatives and complementary repositories for pacman-reinforcementlearning
- Reinforcement Learning using Policy Gradient to solve OpenAI Gym games☆110Updated 6 years ago
- Deep Q Learning via Pytorch☆86Updated 6 years ago
- Simple grid-world environment compatible with OpenAI-gym☆49Updated 4 years ago
- OpenAI's cartpole env solver.☆152Updated last year
- This is the code for "Actor Critic Algorithms" by Siraj Raval on Youtube☆74Updated 6 years ago
- random search, hill climbing, policy gradient☆140Updated 6 years ago
- C51-DDQN in Keras☆125Updated 7 years ago
- NEAT Solver for OpenAI☆147Updated 7 years ago
- A collection of python Machine Learning articles and examples. You will find code related to Reinforcement Learning, Q Learning, MDP, Bel…☆186Updated 2 years ago
- This is the Code for "Deep Q Learning - The Math of Intelligence #9" By Siraj Raval on Youtube☆162Updated 6 years ago
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆160Updated 7 years ago
- Reinforcement Learning in Keras on VizDoom☆146Updated 7 years ago
- AI learning to walk in gym's BipedalWalker environment.☆66Updated 7 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆159Updated 4 years ago
- ☆305Updated last year
- Deep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment☆49Updated 7 years ago
- Pong AI trained using policy gradient-based reinforcement learning☆51Updated last year
- implement of prioritized experience replay☆156Updated 6 years ago
- A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface☆40Updated 5 years ago
- Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient…☆74Updated 7 years ago
- Bandits Environments for the OpenAI Gym☆89Updated 4 years ago
- Coding Demos from the School of AI's Move37 Course☆184Updated 6 years ago
- Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.☆12Updated 5 years ago
- Tensorflow implementation of a Deep Distributed Distributional Deterministic Policy Gradients (D4PG) network, trained on OpenAI Gym envir…☆126Updated 4 years ago
- Repository for codes of 'Deep Reinforcement Learning'☆216Updated 5 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆158Updated 6 years ago
- Proximal Policy Optimization implementation with TensorFlow☆104Updated 6 years ago
- An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.☆70Updated 3 years ago
- 📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction☆81Updated 3 months ago
- Re-write of code from Simple Reinforcement Learning with Tensorflow tutorial☆35Updated 4 years ago