qzed / irl-maxent
Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python
☆280Updated last year
Alternatives and similar repositories for irl-maxent:
Users that are interested in irl-maxent are comparing it to the libraries listed below
- PyTorch implementation of GAIL and AIRL based on PPO.☆216Updated 4 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆207Updated 5 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆747Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆355Updated 3 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆625Updated 11 months ago
- ☆272Updated 6 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆315Updated 8 months ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆65Updated 3 years ago
- PyTorch implementation of SAC-Discrete.☆301Updated 8 months ago
- Imitation learning algorithms☆514Updated 3 weeks ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆155Updated 3 years ago
- ☆194Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆488Updated 2 years ago
- Code for conservative Q-learning☆435Updated 3 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆298Updated 2 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆445Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RL☆178Updated 7 months ago
- Implementation of the paper https://arxiv.org/abs/1603.00448.☆36Updated 4 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆126Updated 8 months ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆286Updated 4 years ago
- (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation☆217Updated 2 years ago
- Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"☆206Updated 5 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆538Updated 3 years ago
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆347Updated 2 years ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆267Updated 2 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆310Updated 3 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆167Updated 3 years ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆183Updated 6 months ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆625Updated 4 years ago
- A collection of offline reinforcement learning algorithms.☆178Updated 4 months ago