david-abel / simple_rlLinks
A simple framework for experimenting with Reinforcement Learning in Python.
☆325Updated last year
Alternatives and similar repositories for simple_rl
Users that are interested in simple_rl are comparing it to the libraries listed below
Sorting:
- Keeping track of RL experiments☆165Updated 3 years ago
- Real-World RL Benchmark Suite☆360Updated 5 years ago
- A Python interface for reinforcement learning environments☆387Updated 2 years ago
- Sokoban environment for OpenAI Gym☆390Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆521Updated 3 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆704Updated last year
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆206Updated 3 years ago
- A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.☆375Updated 2 years ago
- Code for the paper "Phasic Policy Gradient"☆267Updated 2 years ago
- Multitask Environments for RL☆280Updated 4 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆466Updated 2 years ago
- A customizable framework to create maze and gridworld environments☆268Updated 6 years ago
- Clone of OpenAI's Spinning Up in PyTorch☆154Updated 3 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆490Updated last year
- ☆323Updated 11 months ago
- Tools for accelerating safe exploration research.☆573Updated 2 years ago
- Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"☆332Updated 4 years ago
- 🏆 gym-cooking: Code for "Too many cooks: Bayesian inference for coordinating multi-agent collaboration", Winner of the CogSci 2020 Compu…☆215Updated 4 years ago
- Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆305Updated 2 years ago
- ☆244Updated last year
- The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as …☆164Updated 2 years ago
- ☆397Updated 6 years ago
- Lightweight multi-agent gridworld Gym environment☆212Updated 2 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆328Updated 2 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆559Updated 2 years ago
- PyTorch implementation of Trust Region Policy Optimization☆450Updated 7 years ago
- Loose taxonomy of reinforcement learning algorithms☆188Updated 5 years ago
- A PyTorch Library for Reinforcement Learning Research☆199Updated 5 months ago
- RAD: Reinforcement Learning with Augmented Data☆416Updated 4 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆195Updated 3 years ago