Angry Birds AI wtih Reinforcement Learning

• Implemented with Model-Free Episodic Control
• Default source code: http://aibirds.org
• Demonstration: https://youtu.be/jSZyFshSMQs

Related Projects

https://github.com/deeplearning4j/rl4j

• Java-based open source projcets for deep reinforcement learning
• Support DQN (Deep Q Learning with double DQN) and Async RL (A3C, Async NStepQlearning - WIP)

https://github.com/deeplearning4j/deeplearning4j

• Java-based open source projects for deep learning

https://github.com/technobium/q-learning-java

• Java-based Q-learning implementation examples

http://www.cse.unsw.edu.au/~cs9417ml/RL1/index.html

• Java-based RL tutorial with examplar source codes

https://github.com/sudeepraja/Model-Free-Episodic-Control https://github.com/ShibiHe/Model-Free-Episodic-Control

• Model-free episodic control algorithm python implementation

https://github.com/imanolarrieta/angrybirds

• Python-based Angrybirds Auto-agent with RL