YunjiaXi / Implementation-and-Some-Modification-about-DQN-and-SACLinks
In this project, I explore some typical value-based and policy-based RL algorithms. I do experiments on DQN and its six variants and their combination in Atari environments Pong and Boxing. I also do some experiments on SAC with DDPG as baseline on three MuJoCo environments Hopper-v2, Ant-v2, and HalfCheetah-v2.
☆12Updated 5 years ago
Alternatives and similar repositories for Implementation-and-Some-Modification-about-DQN-and-SAC
Users that are interested in Implementation-and-Some-Modification-about-DQN-and-SAC are comparing it to the libraries listed below
Sorting:
- Implement PPO algorithm on mujoco environment，such as Ant-v2, Humanoid-v2, Hopper-v2, Halfcheeth-v2.☆56Updated 5 years ago
- RL algorithms☆141Updated 4 years ago
- basic algorithms of reinforcement learning☆214Updated 2 years ago
- ☆315Updated 3 years ago
- Implementation of benchmark RL algorithms☆472Updated 3 years ago
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆175Updated 2 years ago
- 强化学习面试（未完待续）☆34Updated 6 years ago
- DQN to play Atari Pong☆114Updated 6 years ago
- Implementation of the paper Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation - https:/…☆88Updated 8 years ago
- Implement reinforcement learning algorithms in Pytorch☆33Updated 4 years ago
- Actor Critic model to play Cartpole game☆52Updated 7 years ago
- NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms☆390Updated last year
- Play Atari(Breakout) Game by DRL - DQN, Noisy DQN and A3C☆15Updated 5 years ago
- Implementation of HIRO (Data-Efficient Hierarchical Reinforcement Learning)☆112Updated 4 years ago
- Pytorch implementation of Pointer Network☆339Updated 6 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆257Updated 5 years ago
- PPO, DDPG, SAC implementation on mujoco environment☆124Updated 3 years ago
- A clean and robust Pytorch implementation of PPO on continuous action space.☆169Updated last year
- Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch☆554Updated 7 years ago
- A clean and robust Pytorch implementation of PPO on Discrete action space☆72Updated last year
- Implement many Sparse Reward algorithms in Gym Fetch environment☆90Updated 5 years ago
- DGN Code☆360Updated 2 years ago
- Reinforcement Learning Algorithms Based on PyTorch☆21Updated 3 years ago
- ☆1,034Updated 2 years ago
- Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatib…☆66Updated 3 years ago
- Some basic examples of playing with RL☆1,262Updated this week
- Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch☆625Updated 7 years ago
- Paper list for constrained policy optimization in reinforcement learning.☆73Updated 2 years ago
- ☆174Updated 2 years ago
- A collection of offline reinforcement learning algorithms.☆208Updated last year