(Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards
☆28Jun 20, 2019Updated 6 years ago
Alternatives and similar repositories for population-irl
Users that are interested in population-irl are comparing it to the libraries listed below
Sorting:
- ☆28Mar 13, 2019Updated 6 years ago
- ☆15Oct 16, 2020Updated 5 years ago
- Meta-Inverse Reinforcement Learning with Probabilistic Context Variables☆76Mar 16, 2023Updated 2 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆46Mar 12, 2021Updated 4 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Dec 30, 2019Updated 6 years ago
- ☆21Dec 17, 2020Updated 5 years ago
- This is the code repository for the paper "Zero-Sum Stochastic Stackelberg Games".☆16Oct 12, 2022Updated 3 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Jul 19, 2023Updated 2 years ago
- Experiments in applying interpretability techniques to learned reward functions.☆10Dec 11, 2020Updated 5 years ago
- A Continual Multi-agent RL testbed based on Hanabi☆32Aug 1, 2021Updated 4 years ago
- Code of Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions☆13May 22, 2023Updated 2 years ago
- Python Robot Simulator☆21Jan 30, 2019Updated 7 years ago
- ☆14Jun 26, 2019Updated 6 years ago
- ☆276Jun 5, 2018Updated 7 years ago
- Spectral Method for Multiple Experts Inverse Reinforcement Learning☆14Sep 6, 2014Updated 11 years ago
- 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
- Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles☆18Jan 15, 2020Updated 6 years ago
- Variational Reinforcement Learning☆17Jul 25, 2024Updated last year
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆34Feb 16, 2020Updated 6 years ago
- ☆66May 25, 2020Updated 5 years ago
- C implementation of RL and IRL algorithms☆19Jul 6, 2020Updated 5 years ago
- Planning, inverse planning, and inference in planning, using PDDL and Gen.☆41Jul 1, 2024Updated last year
- ☆40Oct 30, 2021Updated 4 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆218Jun 19, 2019Updated 6 years ago
- More efficient exploration for reinforcement learning in two-player, zero-sum game☆21Jul 30, 2024Updated last year
- The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)☆78Dec 5, 2023Updated 2 years ago
- Wasserstein Distance guided Adversarial Imitation Learning (WDAIL) with Reward Shape Exploration☆18Feb 9, 2021Updated 5 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Oct 21, 2022Updated 3 years ago
- Code for Paper "State Alignment-based Imitation Learning". Under maintenance☆17May 1, 2020Updated 5 years ago
- ☆20Sep 11, 2021Updated 4 years ago
- Repository of our accepted NeurIPS-2022 paper "Towards Versatile Embodied Navigation"☆21Dec 8, 2022Updated 3 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆664May 10, 2024Updated last year
- Source code of "Variational Imitation Learning with Diverse-quality Demonstrations" in ICML 2020. This github repository includes python …☆20Aug 16, 2021Updated 4 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆48Nov 24, 2018Updated 7 years ago
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆48Apr 14, 2019Updated 6 years ago
- Pytorch code for "State-only Imitation with Transition Dynamics Mismatch" (ICLR 2020)☆20Feb 29, 2020Updated 6 years ago
- Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning (NeurIPS2021)☆20Oct 25, 2021Updated 4 years ago
- PyTorch implementation of "PatchGame: Learning to Signal Mid-level Patches in Referential Games" to appear in NeurIPS 2021☆24Jun 4, 2021Updated 4 years ago