An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.
☆21Jul 26, 2017Updated 9 years ago
Alternatives and similar repositories for irl-lab
Users that are interested in irl-lab are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inverse Reinforcement Learning Argorithms☆52May 13, 2019Updated 7 years ago
- Experiments showing effects of parameters on Maximum Entropy Inverse Reinforcement Learning using grid world☆15Nov 26, 2016Updated 9 years ago
- IRL Toolkit developed by Sergey Levine (Taken from https://graphics.stanford.edu/projects/gpirl/)☆63Dec 11, 2016Updated 9 years ago
- Algorithms for Uni-Modal Inverse Reinforcement Learning☆22Sep 23, 2022Updated 3 years ago
- C implementation of RL and IRL algorithms☆19Jul 6, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Deep Reinforcement Learning algorithms implemented in PyTorch☆48Jun 9, 2018Updated 8 years ago
- Cool Inverse Reinforcement Learning Papers☆124Jan 5, 2017Updated 9 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆681May 10, 2024Updated 2 years ago
- High-quality reference implementations of various algorithms for Inverse Reinforcement Learning☆13Jun 20, 2018Updated 8 years ago
- ☆28Mar 13, 2019Updated 7 years ago
- Implementations of Maximum Entropy Algorithms for solving Inverse Reinforcement Learning problems.☆31Nov 4, 2022Updated 3 years ago
- Implementation of Linear Inverse Reinforcement Learning Algorithm (IRL) on Mountain Car Environment.☆31Apr 8, 2020Updated 6 years ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆27Jun 20, 2019Updated 7 years ago
- ☆12Jun 8, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Adversarial Machine Translation with pytorch☆23Jan 14, 2018Updated 8 years ago
- Pytorch code for "State-only Imitation with Transition Dynamics Mismatch" (ICLR 2020)☆20Feb 29, 2020Updated 6 years ago
- ☆10Oct 19, 2020Updated 5 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆177Oct 25, 2021Updated 4 years ago
- AutoIt script that attempts to fully automate the process of playing texas-holdem poker.☆12Jun 5, 2021Updated 5 years ago
- ☆14May 15, 2025Updated last year
- Resources for our IJCAI 2020 paper, TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact☆12Nov 30, 2020Updated 5 years ago
- Tensorflow implementation of generative adversarial imitation learning☆197Apr 23, 2018Updated 8 years ago
- Robust Reinforcement Learning Benchmark☆14Sep 22, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Contains an implementation of "Imitation Learning via Kernel Mean Embedding (2018, AAAI)"☆11Oct 2, 2018Updated 7 years ago
- Codebase describing experiments in Truncation Sampling as Language Model Desmoothing☆13Dec 6, 2022Updated 3 years ago
- dialogue generation with seqGAN☆31Jun 22, 2018Updated 8 years ago
- Python poker library☆14Sep 9, 2023Updated 2 years ago
- ☆12Feb 29, 2024Updated 2 years ago
- PyTorch implementation of PtrNet to solve sorting problem.☆12Dec 19, 2017Updated 8 years ago
- A repository around the Annual Computer Poker Competition server, for https://github.com/deepmind/open_spiel☆14Apr 13, 2021Updated 5 years ago
- A novel Hierarchical Imitation Learning algorithm based on AIRL.☆25May 20, 2023Updated 3 years ago
- ICML'20: Intrinsic Reward Driven Imitation Learning via Generative Model☆15Nov 5, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆15Oct 16, 2020Updated 5 years ago
- Multi-objective reinforcement learning deals with finding policies for tasks where there are multiple distinct criteria to optimize for. …☆24Dec 13, 2018Updated 7 years ago
- Algorithms for Policy Evaluation, Estimation of Action Values, Policy Improvement, Policy Iteration, Truncated Policy Evaluation, Truncat…☆11Apr 3, 2019Updated 7 years ago
- Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport☆15Feb 26, 2025Updated last year
- Driving motion recognition and prediction for automated driving systems using machine learning☆17Jun 6, 2018Updated 8 years ago
- An Interactive Tool for Annotating Discourse Structure and Text Improvement☆16Sep 15, 2021Updated 4 years ago
- Code for Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles [AISTATS'23]☆13Jul 28, 2023Updated 3 years ago