luisenp / mdp-libLinks
A Library of MDP algorithms for Artificial Intelligence
☆18Updated 6 years ago
Alternatives and similar repositories for mdp-lib
Users that are interested in mdp-lib are comparing it to the libraries listed below
Sorting:
- Automatically exported from code.google.com/p/rddlsim☆55Updated last year
- Hindsight policy gradients☆46Updated 5 years ago
- A lightweight STRIPS planner written in Python.☆120Updated last year
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆49Updated 3 years ago
- Integration of the planning system Fast Downward with the unified-planning framework.☆13Updated 5 months ago
- Few-shot Bayesian Imitation Learning with Policies as Logic over Programs☆20Updated 3 months ago
- An algorithm for parsing any planning problem in PDDL format☆20Updated 3 years ago
- Learning Domain-Independent Planning Heuristics over Hypergraphs (ICAPS'20)☆14Updated 10 months ago
- Reinforcement Learning framework for Temporal Goals☆11Updated 2 years ago
- Efficient Exploration via State Marginal Matching (2019)☆69Updated 6 years ago
- Companion code to CoRL 2018 paper: E Bıyık, D Sadigh. "Batch Active Preference-Based Learning of Reward Functions". Conference on Robot L…☆30Updated 6 years ago
- The Multiagent Decision Process (MADP) Toolbox - planning and learning in multiagent systems.☆84Updated 5 years ago
- Hierarchical Online Planning and Reinforcement Learning on Taxi☆32Updated 8 years ago
- Code that translates grammar into PDDL, runs a planner to produce multiple plans, translates plans into trainable lale pipelines and trai…☆18Updated 4 months ago
- Convert a PDDL domain into an OpenAI Gym environment.☆263Updated 6 months ago
- probabilistic planning system for tasks encoded in RDDL☆46Updated 8 months ago
- Code for "Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks" (AAAI 2021)☆17Updated 3 years ago
- A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.☆88Updated this week
- ☆138Updated 6 years ago
- ☆99Updated 2 years ago
- Code repository for Active Domain Randomization (CoRL 2019, https://arxiv.org/abs/1904.04762)☆101Updated 5 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆80Updated 6 years ago
- PDDL planner interface for PDDLGym.☆34Updated 6 months ago
- Code for "Dream and Search to Control: Latent Space Planning for Continuous Control"☆12Updated 4 years ago
- ☆32Updated 2 years ago
- Convert DeepMind Control Suite to OpenAI gym environments.☆87Updated 5 years ago
- ☆30Updated 5 years ago
- A toolkit for working with RDDL domains in Python3.☆17Updated 5 years ago
- ☆75Updated last year
- Change-Based Exploration Transfer☆35Updated 3 years ago