martyput / MDP_bookLinks
☆192Updated last week
Alternatives and similar repositories for MDP_book
Users that are interested in MDP_book are comparing it to the libraries listed below
Sorting:
- Partially Observable Process Gym☆202Updated 4 months ago
- Benchmarking RL generalization in an interpretable way.☆166Updated last week
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆44Updated 2 weeks ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆50Updated last year
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆45Updated 5 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆55Updated 2 years ago
- JAX library for MARL research☆88Updated 2 years ago
- A project that provides help for using DeepMind's mctx on gym-style environments.☆63Updated 11 months ago
- An easy-to-use reinforcement learning library for research and education.☆173Updated 3 weeks ago
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆243Updated last week
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆60Updated last month
- Simple single-file baselines for Q-Learning in pure-GPU setting☆187Updated 7 months ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- A tool for aggregating and plotting MARL experiment data.☆79Updated 9 months ago
- Modular framework for Reinforcement Learning in python☆178Updated 2 years ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆72Updated last year
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.☆135Updated last year
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆364Updated 3 weeks ago
- ☆240Updated 11 months ago
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- Benchmarks for Multi-Objective Multi-Agent Decision Making☆109Updated 3 weeks ago
- From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..☆266Updated last year
- Clean single-file implementation of offline RL algorithms in JAX☆158Updated 10 months ago
- Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.☆51Updated 2 years ago
- Baselines for gymnax 🤖☆72Updated 2 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆337Updated last year
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆256Updated last month
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆197Updated 2 years ago
- A library for mean-field games.☆55Updated last week
- JAX implementations of core Deep RL algorithms☆82Updated 3 years ago