rldotai / rl-algorithms
Reinforcement learning algorithms
☆40Updated 6 years ago
Alternatives and similar repositories for rl-algorithms:
Users that are interested in rl-algorithms are comparing it to the libraries listed below
- Markov Decision Processes in Python☆15Updated 6 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- PyTorch code to train and evaluate Procgen tasks☆25Updated 4 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆94Updated 6 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- some common TD Learning algorithms☆67Updated 5 years ago
- ☆44Updated 6 years ago
- Convert DeepMind Control Suite to OpenAI gym environments.☆83Updated 5 years ago
- AGAC: Adversarially Guided Actor-Critic☆48Updated 3 years ago
- Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.☆77Updated 4 years ago
- A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release th…☆201Updated 4 years ago
- MultiTask Environments for Reinforcement Learning.☆74Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated last year
- Reinforcement Learning Assembly☆92Updated 3 years ago
- Code for 'The Grand Atari Challenge dataset' paper☆52Updated 7 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 5 years ago
- Explore the optimization landscape for direct policy learning reinforcement learning.☆50Updated 6 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆70Updated last year
- hierarchical deep reinforcement learning algorithms☆41Updated 7 years ago
- Baselines for gymnax 🤖☆66Updated last year
- ☆65Updated last year
- krazy grid world☆25Updated 5 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆207Updated 6 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆72Updated 7 years ago
- Reinforcement Learning via Latent State Decoding☆30Updated last year
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- Some hard problems for reinforcement learning.☆32Updated 6 years ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago