Inverse Reinforcement Learning

Implementation of Inverse Reinforcement Learning Algorithm (IRL). Mainly for experimental & educational purposes.

Implementation

• Linear IRL [Paper][Code]
• MaxEnt IRL [Paper][Code]

Dependencies

• Numpy
• Matplotlib
• Gym

Contributing

Please feel free to create a Pull Request for adding implementations of the IRL algorithms and improvements.

References

• Grid world environments [dennybritz]

• Inverse Reinforcement Learning Code [justinjfu] [vjg28] [yrlu]