philtabor / ProtoRL
A Torch Based RL Framework for Rapid Prototyping of Research Papers
☆67Updated this week
Alternatives and similar repositories for ProtoRL:
Users that are interested in ProtoRL are comparing it to the libraries listed below
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆440Updated last week
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆175Updated 10 months ago
- Multi-objective Gymnasium environments for reinforcement learning☆317Updated 2 months ago
- An API conversion tool for popular external reinforcement learning environments☆164Updated 3 months ago
- A collection of pre-trained RL agents using Stable Baselines3☆126Updated 6 months ago
- Stable-Baselines3 (SB3) reinforcement learning tutorial for the Reinforcement Learning Virtual School 2021.☆54Updated 2 years ago
- A gym environment for a miniature racecar using the pybullet physics engine.☆191Updated last year
- Baseline implementation of recurrent PPO using truncated BPTT☆142Updated last year
- Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.☆97Updated last year
- ☆226Updated 5 months ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆159Updated last month
- Colab notebooks part of the documentation of Stable Baselines reinforcement learning library☆223Updated 3 months ago
- ☆185Updated 3 years ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆179Updated 7 months ago
- An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch☆45Updated 2 years ago
- A Simplified Pytorch Version of the Dreamer Algorithm☆126Updated last year
- Partially Observable Process Gym☆187Updated 10 months ago
- Author's PyTorch implementation of TD7 for online and offline RL☆141Updated last year
- Datasets with baselines for offline multi-agent reinforcement learning.☆166Updated last week
- Benchmarking RL generalization in an interpretable way.☆154Updated last month
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆323Updated last week
- A framework for Reinforcement Learning research.☆148Updated last month
- A project that provides help for using DeepMind's mctx on gym-style environments.☆59Updated 5 months ago
- A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartP…☆109Updated last year
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆161Updated 10 months ago
- PyTorch implementation of the intrinsic curiosity module (ICM) and A3C a;lgorithm☆22Updated 3 years ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆379Updated 2 weeks ago
- Prioritized Experience Replay implementation with proportional prioritization☆77Updated last year
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆200Updated 7 months ago
- Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and obser…☆64Updated last year