ZhongZ-Wang / Model-Based-RL
这是一个关于基于模型的强化学习的资料,包括一些代码地址、paper、slide等。
☆41Updated 4 years ago
Alternatives and similar repositories for Model-Based-RL:
Users that are interested in Model-Based-RL are comparing it to the libraries listed below
- Constrained Policy Optimization implementation on Safety Gym☆23Updated 3 years ago
- Implementation of HIRO (Data-Efficient Hierarchical Reinforcement Learning)☆106Updated 3 years ago
- Safe Reinforcement Learning in Constrained Markov Decision Processes☆58Updated 4 years ago
- Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆53Updated last year
- Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)☆49Updated last month
- Model-Free Safe Reinforcement Learning through Neural Barrier Certificate☆33Updated 10 months ago
- DSAC; Distributional Soft Actor-Critic☆125Updated last month
- Implement many Sparse Reward algorithms in Gym Fetch environment☆85Updated 4 years ago
- Implementation of PPO Lagrangian in PyTorch☆38Updated 2 years ago
- Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]☆70Updated 5 years ago
- Assignments for CS294-112.☆30Updated 5 years ago
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆166Updated last year
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆64Updated 3 years ago
- Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics.☆21Updated last year
- Pytorch implementation of Multi-Agent Generative Adversarial Imitation Learning☆40Updated 3 years ago
- code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)☆59Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆163Updated 11 months ago
- ☆16Updated 2 years ago
- There will be updates later☆84Updated 5 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆167Updated 2 years ago
- PyTorch implementation of Constrained Policy Optimization☆53Updated 3 years ago
- ☆123Updated 3 years ago
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML☆15Updated last year
- Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.☆58Updated 9 months ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆82Updated last year
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆65Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆162Updated 4 months ago
- A Pytorch Implementation of Multi Agent Soft Actor Critic☆40Updated 6 years ago
- Generate expert demonstrations; GAIL(Generative Adversarial Imitation Learning); IRL(Inverse Reinforcement Learning)☆33Updated 3 years ago
- The implementation of LSTM-TD3.☆76Updated 2 years ago