martyput / MDP_bookLinks
☆212Updated 3 months ago
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☆211Updated 7 months ago
- Benchmarking RL generalization in an interpretable way.☆173Updated 2 months ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆51Updated last year
- A tool for aggregating and plotting MARL experiment data.☆82Updated 2 weeks ago
- A project that provides help for using DeepMind's mctx on gym-style environments.☆64Updated last year
- Jax-Baseline is a Reinforcement Learning implementation using JAX and Flax/Haiku libraries, mirroring the functionality of Stable-Baselin…☆62Updated last month
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆45Updated 3 months ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆38Updated 3 years ago
- ⚡ Flashbax: Accelerated Replay Buffers in JAX☆270Updated 4 months ago
- Hardware-Accelerated Reinforcement Learning Algorithms in pure Jax!☆260Updated 3 months ago
- ☆48Updated 3 years ago
- An easy-to-use reinforcement learning library for research and education.☆176Updated 3 weeks ago
- Offline Reinforcement Learning Reading Group☆28Updated 3 years ago
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆46Updated 5 years ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆56Updated 3 years ago
- Baselines for gymnax 🤖☆74Updated 2 years ago
- Unified Implementations of Offline Reinforcement Learning Algorithms☆195Updated last month
- Modular framework for Reinforcement Learning in python☆183Updated 3 years ago
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆388Updated 3 months ago
- Accelerated minigrid environments with JAX☆156Updated 3 months ago
- Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL☆24Updated 3 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- ☆250Updated last year
- Contains JAX implementation of algorithms for inverse reinforcement learning☆74Updated last year
- A collection of RL algorithms written in JAX.☆104Updated 3 years ago
- ☆28Updated last month
- Explainable Reinforcement Learning (XRL) Resources☆47Updated last year
- This is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralize…☆43Updated 2 years ago
- Clean single-file implementation of offline RL algorithms in JAX☆167Updated 2 months ago
- JAX library for MARL research☆87Updated 2 years ago