AntoineTheb / RNN-RL
Experiments with reinforcement learning and recurrent neural networks
☆113Updated last year
Alternatives and similar repositories for RNN-RL:
Users that are interested in RNN-RL are comparing it to the libraries listed below
- Baseline implementation of recurrent PPO using truncated BPTT☆134Updated 9 months ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆204Updated 4 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆167Updated 6 months ago
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆174Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆160Updated 2 years ago
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆140Updated 3 years ago
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆134Updated 6 months ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆155Updated 2 months ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆121Updated 5 months ago
- Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC☆97Updated 5 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆284Updated 3 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆130Updated 8 months ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆340Updated 3 years ago
- Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.☆94Updated 4 years ago
- PyTorch implementation of SAC-Discrete.☆294Updated 6 months ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆304Updated 3 years ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆121Updated 4 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆164Updated 7 months ago
- ☆191Updated last year
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆203Updated 5 years ago
- Prioritized Experience Replay implementation with proportional prioritization☆76Updated last year
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆289Updated last year
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆135Updated 6 years ago
- Solving POMDP using Recurrent networks☆85Updated 4 years ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆169Updated 4 months ago
- Lightweight multi-agent gridworld Gym environment☆201Updated last year
- The implementation of LSTM-TD3.☆73Updated last year
- The implement of all kinds of dqn reinforcement learning with Pytorch☆92Updated 3 years ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆63Updated 3 years ago
- Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery☆99Updated 2 years ago