neka-nat / inv_rl
Inverse Reinforcement Learning Argorithms
☆54Updated 5 years ago
Alternatives and similar repositories for inv_rl:
Users that are interested in inv_rl are comparing it to the libraries listed below
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆95Updated 5 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆113Updated 6 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆47Updated 6 years ago
- An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.☆21Updated 7 years ago
- Implementation of Linear Inverse Reinforcement Learning Algorithm (IRL) on Mountain Car Environment.☆30Updated 4 years ago
- ☆84Updated 6 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆205Updated 5 years ago
- Safe Reinforcement Learning algorithms☆74Updated 2 years ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆64Updated 3 years ago
- ☆271Updated 6 years ago
- Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.☆88Updated 6 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆177Updated 3 years ago
- IRL Toolkit developed by Sergey Levine (Taken from https://graphics.stanford.edu/projects/gpirl/)☆62Updated 8 years ago
- PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning☆66Updated 5 years ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆27Updated 5 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆210Updated 4 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆72Updated 7 years ago
- Experiments on a discrete mean field game model of population dynamics with reinforcement learning☆34Updated last year
- Deep Variational Reinforcement Learning☆134Updated 2 years ago
- Implementation of Off Policy Adversarial Inverse Reinforcement Learning☆22Updated 4 years ago
- ☆28Updated 6 years ago
- Implementation of the paper https://arxiv.org/abs/1603.00448.☆36Updated 4 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Updated last year
- Implementing the two pioneering IRL papers "Algorithms for Inverse Reinforcement Learning" - (Ng &Russell 2000) and "Maximum Entropy Inve…☆30Updated last year
- ☆74Updated 9 months ago
- Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python☆271Updated 11 months ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆94Updated 2 years ago
- PyTorch Implementation of the RDPG (Recurrent Deterministic Policy Gradient)☆54Updated 2 years ago
- Safe Reinforcement Learning in Constrained Markov Decision Processes☆58Updated 4 years ago
- Python implementation of POMDP framework and PBVI & POMCP algorithms.☆110Updated 3 years ago