xlnwel / model-free-algorithms
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
☆62Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for model-free-algorithms
- Random Network Distillation(RND) algo in Pytorch☆48Updated 5 years ago
- A Multi-agent Learning Framework☆62Updated 3 years ago
- PyTorch IMPALA implementation☆24Updated 5 years ago
- A framework for easy prototyping of distributed reinforcement learning algorithms☆95Updated 3 years ago
- Proximal Policy Optimization with Beta distribution - uses multi agent Unity ML Tennis☆28Updated 5 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆93Updated 2 years ago
- Soft Actor-Critic with advanced features☆47Updated last month
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆101Updated 3 years ago
- Reading notes & PyTorch experiments on OpenAI's "Spinning Up in DRL" tutorial.☆37Updated last year
- Pytorch implementation of distributed deep reinforcement learning☆74Updated 2 years ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆60Updated 5 years ago
- A comparison of parameter space noise methods for exploration in deep reinforcement learning☆27Updated 5 years ago
- Hindsight Experience Replay - Bit flipping experiment in Tensorflow☆58Updated 6 years ago
- TF2 Implementation of the Soft Actor-Critic Algorithm☆45Updated last year
- ☆71Updated 5 months ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆66Updated 6 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆70Updated 7 years ago
- Pytorch implementation of Soft Actor-Critic☆18Updated 4 years ago
- some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Co…☆131Updated last year
- Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Rei…☆36Updated 6 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆66Updated 4 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆119Updated 3 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆52Updated 5 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 3 years ago
- ☆90Updated 11 months ago
- Proximal policy optimization in PyTorch. Easy to read and understand.☆48Updated 4 years ago
- ☆97Updated last year
- PyTorch - Implicit Quantile Networks - Quantile Regression - C51☆23Updated 5 years ago
- The Reinforcement-Learning-Related Papers of ICLR 2019☆48Updated 5 years ago