lightninglu10 / pacman-reinforcementlearningLinks
a pacman AI with a reinforcement learning agent that utilizes value iteration, policy iteration, policy extraction, Q-learning.
☆24Updated 12 years ago
Alternatives and similar repositories for pacman-reinforcementlearning
Users that are interested in pacman-reinforcementlearning are comparing it to the libraries listed below
Sorting:
- Reinforcement learning benchmarking.☆39Updated 7 years ago
- Re-write of code from Simple Reinforcement Learning with Tensorflow tutorial☆35Updated 5 years ago
- An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.☆74Updated 4 years ago
- Extensions of Deep Q Learning☆27Updated 7 years ago
- Simple Reinforcement learning example, based on the Q-function.☆18Updated 7 years ago
- Deep Q-Networks in tensorflow☆10Updated 8 years ago
- Reinforcement Learning using Policy Gradient to solve OpenAI Gym games☆112Updated 8 years ago
- TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)☆10Updated 7 years ago
- PySC2 OpenAI Gym Environments☆49Updated 7 years ago
- Minimal implementations of reinforcement learning algorithms by Tensorflow☆30Updated 8 years ago
- Deep DQN Based Reinforcement Learning for simple Pong PyGame☆43Updated 8 years ago
- AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).☆171Updated 6 years ago
- A Deep Q Network used for running experiments on reinforcement learning agents targeted at learning Super Mario Bros (NES)☆11Updated 8 years ago
- Code from my blog post & online course☆55Updated 6 years ago
- Hindsight Experience Replay - Bit flipping experiment in Tensorflow☆58Updated 7 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆158Updated 8 years ago
- Fictitious Self-play & Reinforcement Learning☆18Updated 8 years ago
- ☆48Updated 6 years ago
- Avoiding catastrophic failures in reinforcement learning by learning to shape rewards.☆10Updated 8 years ago
- Deep Reinforcement Learning algorithm to learn to play Snake☆18Updated 2 years ago
- Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.☆134Updated 6 years ago
- Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient…☆79Updated 8 years ago
- AI learning to walk in gym's BipedalWalker environment.☆67Updated 8 years ago
- A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface☆40Updated 6 years ago
- Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow☆103Updated 5 years ago
- Reinforcement Learning in Keras on VizDoom☆142Updated 8 years ago
- This is an implementation of Deep Q Learning (DQN) playing Breakout from OpenAI's gym with Keras.☆30Updated 8 years ago
- Implementation of DDPG (Modified from the work of Patrick Emami) - Tensorflow (no TFLearn dependency), Ornstein Uhlenbeck noise function,…☆64Updated 8 years ago
- machine learning project using DeepMind's PySc2☆12Updated 8 years ago
- Proximal Policy Optimization implementation with TensorFlow☆108Updated 7 years ago