Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.
☆46Mar 12, 2021Updated 5 years ago
Alternatives and similar repositories for scalable-birl
Users that are interested in scalable-birl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian Inverse Reinforcement Learning with simple environments☆19May 17, 2022Updated 3 years ago
- Apprenticeship Learning with Inverse Reinforcement Learning☆29Aug 14, 2021Updated 4 years ago
- Spectral Method for Multiple Experts Inverse Reinforcement Learning☆14Sep 6, 2014Updated 11 years ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆22Jul 25, 2018Updated 7 years ago
- Literature and code for inverse reinforcement leanring research☆31Mar 6, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆21Dec 17, 2020Updated 5 years ago
- Learning Virtual Grasp with Failed Demonstrations via Bayesian Inverse Reinforcement Learning (IROS 2019)☆14Nov 4, 2019Updated 6 years ago
- FedFormer: Contextual Federation with Attention in Reinforcement Learning (AAMAS 2023)☆44Nov 10, 2024Updated last year
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆18May 14, 2019Updated 6 years ago
- IRL implementation based on Norvig's AIMA code.☆14May 2, 2014Updated 12 years ago
- Code Release for Task Agnostic Dynamics Priors for Deep Reinforcement Learning☆12Jun 13, 2019Updated 6 years ago
- ☆11Jun 11, 2025Updated 10 months ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆675May 10, 2024Updated last year
- Implementation of Off Policy Adversarial Inverse Reinforcement Learning☆23Oct 9, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Companion code for RSS 2020 paper: "Active Preference-Based Gaussian Process Regression for Reward Learning"☆39Mar 24, 2024Updated 2 years ago
- Pytorch code for "Learning Guidance Rewards with Trajectory-space Smoothing" (NeurIPS 2020)☆12Jul 7, 2021Updated 4 years ago
- ☆10May 27, 2022Updated 3 years ago
- Algorithms for Uni-Modal Inverse Reinforcement Learning☆22Sep 23, 2022Updated 3 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- Exploring how to to deal with uncertain inputs with gaussian process regression models.☆27Apr 16, 2021Updated 5 years ago
- Fast Numba-enabled CPU and GPU computations of Earth Mover's (scipy.stats.wasserstein_distance) and Euclidean distances.☆18Jan 3, 2025Updated last year
- ☆275Jun 5, 2018Updated 7 years ago
- Robotics in Python☆13Feb 21, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A curated list of awesome Inverse Reinforcement Learning resources.☆44Feb 3, 2022Updated 4 years ago
- Modelling the Multiwavelength Variability of Mrk-335 using Gaussian processes☆12May 30, 2022Updated 3 years ago
- ☆10Apr 26, 2023Updated 3 years ago
- Deep Gaussian Process for Inverse Reinforcement Learning☆32Jul 6, 2017Updated 8 years ago
- C implementation of RL and IRL algorithms☆19Jul 6, 2020Updated 5 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆782Dec 22, 2023Updated 2 years ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago
- A systematic design process for a self-organizing neuro-fuzzy Q-network for model-free and offline reinforcement learning.☆11May 29, 2023Updated 2 years ago
- GeneDisco is a benchmark suite for evaluating active learning algorithms for experimental design in drug discovery.☆40Jun 30, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆40Oct 30, 2021Updated 4 years ago
- Companion code for ICML 2022 paper "Imitation Learning by Estimating Expertise of Demonstrators"☆11Jul 5, 2023Updated 2 years ago
- Molecular Property Prediction using GP with a SOAP kernel☆21Nov 16, 2020Updated 5 years ago
- Implementations of selected inverse reinforcement learning algorithms.☆1,069Oct 21, 2022Updated 3 years ago
- Implements the algorithm introduced in the paper "Advanced Planning for Autonomous Vehicles using Reinforcement Learning and Deep Inverse…☆36Mar 21, 2021Updated 5 years ago
- MIE424 Group Project: smart_predict_optimize☆14Apr 27, 2021Updated 5 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Dec 30, 2019Updated 6 years ago