RLE-Foundation / RLeXploreLinks
RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).
☆458Updated 10 months ago
Alternatives and similar repositories for RLeXplore
Users that are interested in RLeXplore are comparing it to the libraries listed below
Sorting:
- Long-Term Evolution Project of Reinforcement Learning☆477Updated 6 months ago
- [AAAI2024] A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning☆299Updated last year
- [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCT…☆1,530Updated this week
- A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartP…☆121Updated last year
- [TNNLS-2024, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"☆214Updated 2 months ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆231Updated last year
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆204Updated last year
- ☆315Updated 4 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆341Updated last year
- Benchmarking RL generalization in an interpretable way.☆173Updated 2 months ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆202Updated last year
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆368Updated 2 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆161Updated 2 years ago
- Representation Learning for RL☆130Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆236Updated 2 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆184Updated 3 years ago
- Datasets with baselines for Offline MARL.☆203Updated 3 months ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆530Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆586Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Updated 2 years ago
- Multi-objective Gymnasium environments for reinforcement learning☆369Updated last week
- Deep Transformer Q-Networks for Partially Observable Reinforcement Learning☆171Updated last year
- ☆48Updated 2 months ago
- A collection of offline reinforcement learning algorithms.☆208Updated last year
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆391Updated 4 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- Code to reproduce the experiments in Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation (MEEE).☆447Updated 2 years ago
- An elegant PyTorch offline reinforcement learning library for researchers.☆382Updated 7 months ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆140Updated 4 years ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆122Updated 3 months ago