Implementations of selected inverse reinforcement learning algorithms.

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

Deepirl

An AI program that plays Flappy Bird using reinforcement learning.

In this project, we use the maximum entropy principle in Inverse reinforcement learning to learn soft constraints from demonstrations obtained from an agent interacting with a non-deterministic MDP…

Deep Reinforcement Learning algorithms implemented in PyTorch

Code repository for the paper "Maximum likelihood constraint inference on continuous state spaces"

Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020

[T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning