AntoineTheb / RNN-RLLinks
Experiments with reinforcement learning and recurrent neural networks
☆115Updated 2 years ago
Alternatives and similar repositories for RNN-RL
Users that are interested in RNN-RL are comparing it to the libraries listed below
Sorting:
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆137Updated 2 months ago
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆150Updated 4 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆186Updated last year
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆139Updated last year
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆146Updated 6 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆173Updated last year
- PyTorch implementation of GAIL and AIRL based on PPO.☆227Updated 4 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆291Updated 4 years ago
- Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.☆97Updated 5 years ago
- An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"☆181Updated 2 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆328Updated 2 years ago
- Random network distillation on Montezuma's Revenge and Super Mario Bros.☆52Updated 6 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆141Updated last year
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆180Updated 3 years ago
- Baseline implementation of recurrent PPO using truncated BPTT☆156Updated last year
- ☆203Updated 2 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆331Updated 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
- Solving POMDP using Recurrent networks☆92Updated 5 years ago
- Distributional Soft Actor Critic☆59Updated 5 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆376Updated 3 years ago
- Lightweight multi-agent gridworld Gym environment☆212Updated 2 years ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆105Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆189Updated 3 years ago
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆194Updated last year
- Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.☆214Updated 2 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆339Updated last year
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆67Updated 4 years ago
- PyTorch implementation of Soft Actor-Critic(SAC).☆105Updated 5 years ago
- Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python☆300Updated last year