xlnwel / model-free-algorithms
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
☆61Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for model-free-algorithms
- Soft Actor-Critic with advanced features☆47Updated last month
- 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
- Random Network Distillation(RND) algo in Pytorch☆48Updated 5 years ago
- A comparison of parameter space noise methods for exploration in deep reinforcement learning☆27Updated 5 years ago
- Pytorch implementation of distributed deep reinforcement learning☆74Updated 2 years ago
- ☆71Updated 5 months ago
- A Tensorflow implementation of the Option-Critic Architecture☆70Updated 7 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆68Updated last year
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆53Updated 5 years ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆60Updated 5 years ago
- Reinforcement Learning implementations and research prototyping in TensorFlow☆80Updated 5 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆92Updated 2 years ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆101Updated 3 years ago
- ☆106Updated 4 years ago
- Combining Evolutionary Algorithms and deep RL in various ways☆99Updated 3 years ago
- The Reinforcement-Learning-Related Papers of ICLR 2019☆48Updated 5 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆65Updated 6 years ago
- PyTorch Implementation of Ape-X (Distributed prioritized experience replay) architecture with DQN learner☆26Updated 4 years ago
- ☆90Updated 11 months ago
- FEN Code☆37Updated 5 years ago
- ☆110Updated last year
- Reading notes & PyTorch experiments on OpenAI's "Spinning Up in DRL" tutorial.☆37Updated last year
- Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"☆37Updated 5 years ago
- ☆91Updated 3 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super M…☆77Updated 5 years ago
- Pytorch implementation of Soft Actor-Critic☆18Updated 4 years ago