djbyrne / core_rl
Repo of core reinforcement learning algorithms and explanations using pytorch lightning
☆8Updated 4 years ago
Alternatives and similar repositories for core_rl:
Users that are interested in core_rl are comparing it to the libraries listed below
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆165Updated 2 years ago
- Partially Observable Process Gym☆170Updated 6 months ago
- Curiosity-driven Exploration by Self-supervised Prediction☆136Updated last year
- A list of papers regarding generalization in (deep) reinforcement learning☆150Updated last year
- Benchmarking RL generalization in an interpretable way.☆138Updated 11 months ago
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆186Updated last year
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆193Updated 2 years ago
- An easy-to-use reinforcement learning library for research and education.☆161Updated 2 months ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆157Updated 3 years ago
- A curated list of reinforcement learning environments and frameworks.☆50Updated 5 years ago
- Pytorch starter code for UC Berkeley's cs285 assignments☆70Updated 2 years ago
- Explorer is a PyTorch reinforcement learning framework for exploring new ideas.☆90Updated 4 months ago
- ☆100Updated 11 months ago
- ☆191Updated last year
- ☆119Updated 5 months ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆93Updated 3 years ago
- Gridworld for MARL experiments☆138Updated 3 years ago
- Level-based Foraging (LBF): A multi-agent environment for RL☆169Updated 4 months ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆121Updated 3 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆166Updated 5 months ago
- Lightweight multi-agent gridworld Gym environment☆199Updated last year
- Implementation of Trajectory Transformer with attention caching and batched beam search☆108Updated last year
- ☆335Updated 2 years ago
- Deep Reinforcement Learning Framework done with PyTorch☆31Updated last week
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆55Updated 5 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆110Updated 4 months ago
- DEPRECATED - please visit https://github.com/vwxyzjn/ppo-implementation-details☆45Updated 2 years ago
- impact-driven-exploration☆130Updated last year
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆187Updated 2 years ago