lbarazza / VPG-PyTorch
Minimalistic implementation of Vanilla Policy Gradient with PyTorch
☆18Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for VPG-PyTorch
- PyTorch implementation of FQF, IQN and QR-DQN.☆161Updated 4 months ago
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆133Updated 4 months ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆296Updated 3 years ago
- Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC☆96Updated 5 years ago
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆133Updated 5 years ago
- Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.☆94Updated 4 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆124Updated 6 months ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆272Updated 3 years ago
- Experiments with reinforcement learning and recurrent neural networks☆113Updated last year
- PyTorch implementation of GAIL and AIRL based on PPO.☆198Updated 4 years ago
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆140Updated 3 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆153Updated last week
- ☆181Updated 2 years ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆135Updated 2 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆157Updated 2 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆117Updated 3 months ago
- PyTorch implementation of SAC-Discrete.☆284Updated 4 months ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆120Updated 3 years ago
- 🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.☆67Updated 3 years ago
- Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.☆204Updated last year
- PyTorch implementation of DDPG for continuous control tasks.☆44Updated 4 years ago
- Distributional Soft Actor Critic☆49Updated 4 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆328Updated 2 years ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆63Updated 3 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆281Updated last year
- Code for conservative Q-learning☆411Updated 2 years ago
- Lightweight multi-agent gridworld Gym environment☆198Updated last year
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆170Updated last year
- Implementation of Truncated Quantile Critics method for continuous reinforcement learning. https://bayesgroup.github.io/tqc/☆90Updated 3 years ago
- Simple, readable, yet full-featured implementation of PPO in Pytorch☆44Updated 2 years ago