Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.
☆218Jun 19, 2019Updated 6 years ago
Alternatives and similar repositories for MA-AIRL
Users that are interested in MA-AIRL are comparing it to the libraries listed below
Sorting:
- Meta-Inverse Reinforcement Learning with Probabilistic Context Variables☆76Mar 16, 2023Updated 2 years ago
- ☆85Dec 4, 2018Updated 7 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Dec 30, 2019Updated 6 years ago
- ☆276Jun 5, 2018Updated 7 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆666May 10, 2024Updated last year
- Implementation of Off Policy Adversarial Inverse Reinforcement Learning☆23Oct 9, 2020Updated 5 years ago
- Implementations of selected inverse reinforcement learning algorithms.☆1,067Oct 21, 2022Updated 3 years ago
- Implementation of CoDAIL in the ICLR 2020 paper <Multi-Agent Interactions Modeling with Correlated Policies>☆19Jun 17, 2021Updated 4 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Jul 19, 2023Updated 2 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆777Dec 22, 2023Updated 2 years ago
- Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python☆311Apr 21, 2024Updated last year
- Implementing the two pioneering IRL papers "Algorithms for Inverse Reinforcement Learning" - (Ng &Russell 2000) and "Maximum Entropy Inve…☆32Jul 6, 2023Updated 2 years ago
- Adversarial Inverse Reinforcement Learning Implement For Mountain Car☆36Sep 21, 2021Updated 4 years ago
- A novel Hierarchical Imitation Learning algorithm based on AIRL.☆23May 20, 2023Updated 2 years ago
- learning robust rewards with adversarial inverse reinforcement learning☆14Sep 13, 2020Updated 5 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆788May 29, 2022Updated 3 years ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆28Jun 20, 2019Updated 6 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆241Nov 22, 2020Updated 5 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆178Oct 25, 2021Updated 4 years ago
- Repo for reproduction of sequential social dilemmas☆413Mar 6, 2025Updated last year
- [T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning☆277May 13, 2022Updated 3 years ago
- Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)☆116Dec 8, 2022Updated 3 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆46Mar 12, 2021Updated 4 years ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,733Apr 9, 2024Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,163Dec 8, 2022Updated 3 years ago
- [RA-L & ICRA 2021] Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model☆31Aug 5, 2022Updated 3 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,697Jan 7, 2025Updated last year
- ☆28Mar 13, 2019Updated 6 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,273Feb 9, 2021Updated 5 years ago
- ☆123Feb 16, 2023Updated 3 years ago
- Environments with IC3Net paper☆15Jan 8, 2019Updated 7 years ago
- Code to implement Maximum Entropy Deep Inverse Reinforcement Learning.☆14Jul 3, 2020Updated 5 years ago
- Official Implementation of 'UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers' ICLR 2021(spotli…☆139Feb 3, 2021Updated 5 years ago
- Learning human driver models from NGSIM data with imitation learning.☆182Feb 10, 2020Updated 6 years ago
- IJCAI 2019 - Regularized Opponent Model with Maximum Entropy Objective (ROMMEO)☆23Dec 8, 2022Updated 3 years ago
- ☆108Feb 10, 2021Updated 5 years ago
- Cool Inverse Reinforcement Learning Papers☆124Jan 5, 2017Updated 9 years ago
- The code of paper "Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning in Mixed Cooperative-Competitive …☆15Jul 17, 2021Updated 4 years ago
- General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems☆21May 10, 2020Updated 5 years ago