This repository contains the code for RL for POMDPs through learning an Approximate Information State.
☆23Nov 29, 2025Updated 7 months ago
Alternatives and similar repositories for ais
Users that are interested in ais are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bridging State and History Representations: Understanding Self-Predictive RL, ICLR 2024☆27Apr 26, 2026Updated 2 months ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆11Feb 28, 2023Updated 3 years ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆39Jan 16, 2023Updated 3 years ago
- Constrained episodic reinforcement learning in concave-convex and knapsack settings☆11Oct 3, 2023Updated 2 years ago
- Resilient Model-Based RL by Regularizing Posterior Predictability☆22Mar 4, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of "POPCORN: Partially Observed Prediction Constrained Reinforcement Learning" (Futoma, Hughes, Doshi-Velez, AISTATS 2020)☆11May 19, 2021Updated 5 years ago
- ☆23Aug 19, 2022Updated 3 years ago
- Factored model-based Bayesian Reinforcement Learning framework☆21Nov 23, 2022Updated 3 years ago
- A PyTorch implementation of MPC as a Function Approximator☆19Sep 27, 2021Updated 4 years ago
- Recurrent continuous reinforcement learning algorithms implemented in Pytorch.☆52May 26, 2021Updated 5 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- Density Constrained Reinforcement Learning☆12Mar 24, 2023Updated 3 years ago
- Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning☆102Jun 22, 2022Updated 4 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆73Apr 26, 2026Updated 2 months 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.
- This repository contains the code of the paper Policy learning in SE(3) action spaces. Project website: https://pointw.github.io/asrse3-p…☆11Feb 24, 2021Updated 5 years ago
- Everything needed to replicate the figures from the paper "Engineering recurrent neural networks from task-relevant manifolds and dynamic…☆11Dec 5, 2019Updated 6 years ago
- Multi-agent active perception with prediction rewards☆12Nov 13, 2020Updated 5 years ago
- ☆13Jan 30, 2021Updated 5 years ago
- ☆19Jan 9, 2025Updated last year
- LAMPOS, a strategy-based solution approach for mp-MILPs for real-time mixed-integer MPC with sub-optimality quantification☆11Jun 25, 2023Updated 3 years ago
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 4 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆348Apr 26, 2026Updated 2 months ago
- ☆24Jan 26, 2024Updated 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.
- Implementation/experiments for L4DC 2020 submission "Optimal Cost Design for Model Predictive Control"☆12Apr 23, 2021Updated 5 years ago
- COOM: Benchmarking Continual Reinforcement Learning on Doom☆27Mar 5, 2026Updated 3 months ago
- ☆12Jul 15, 2020Updated 5 years ago
- Safe SLAC, an algorithm for safe cost-constrained reinforcement learning in high-dimensional POMDPs.☆11Mar 1, 2023Updated 3 years ago
- Code repo for "Collapsing Bandits and Their Applications to Public Health Interventions", (NeurIPS'20)☆11Dec 3, 2025Updated 6 months ago
- Deep memory and sequence models in JAX☆32Jun 8, 2026Updated 3 weeks ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆55Dec 27, 2020Updated 5 years ago
- Official Code Repository for the POLICEd-RL Paper: https://www.roboticsproceedings.org/rss20/p104.html☆14Mar 4, 2025Updated last year
- Pytorch implementation of Stable Opponent Shaping (https://openreview.net/pdf?id=SyGjjsC5tQ).☆21Jan 15, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Nov 1, 2022Updated 3 years ago
- ☆14Sep 29, 2025Updated 9 months ago
- [NeurIPS 2023] Latent Exploration for Reinforcement Learning☆46Feb 23, 2024Updated 2 years ago
- A helper package to get information of scholarly articles from DBLP using its public API☆16May 13, 2025Updated last year
- ICLR 2024: SafeDreamer: Safe Reinforcement Learning with World Models☆104Apr 8, 2024Updated 2 years ago
- SwitchTimeOpt.jl - Switching Time Optimization in Julia☆16Apr 1, 2024Updated 2 years ago
- Python package for Dec-POMDP files in the .dpomdp format☆11Oct 28, 2022Updated 3 years ago