Ericonaldo / ILSwiss
ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (template) in PyTorch.
☆165Updated last year
Alternatives and similar repositories for ILSwiss:
Users that are interested in ILSwiss are comparing it to the libraries listed below
- A collection of offline reinforcement learning algorithms.☆174Updated 3 months ago
- DSAC; Distributional Soft Actor-Critic☆125Updated last month
- PyTorch implementation of GAIL and AIRL based on PPO.☆210Updated 4 years ago
- Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).☆163Updated 11 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆167Updated 2 years ago
- This is the official implementation of Multi-Agent PPO.☆104Updated 2 years ago
- Implementation of HIRO (Data-Efficient Hierarchical Reinforcement Learning)☆106Updated 3 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆135Updated 10 months ago
- ☆197Updated last year
- 🚀 A fast safe reinforcement learning library in PyTorch☆177Updated 5 months ago
- Constrained Policy Optimization implementation on Safety Gym☆23Updated 3 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆82Updated last year
- PyTorch implementation of Constrained Policy Optimization☆53Updated 3 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆195Updated 6 months ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆71Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆349Updated 3 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆161Updated 4 months ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆310Updated 11 months ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆51Updated last year
- Transformer in RL for decision-making☆95Updated 2 years ago
- NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms☆349Updated last year
- A plotter for reinforcement learning (RL)☆221Updated 3 years ago
- Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is …☆73Updated 3 months ago
- ☆102Updated last month
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆84Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆137Updated last year
- ☆91Updated last year
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆204Updated 5 years ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆150Updated 3 years ago
- Implement many Sparse Reward algorithms in Gym Fetch environment☆85Updated 4 years ago