jakegrigsby / deep_controlLinks
Deep Reinforcement Learning for Continuous Control in PyTorch
☆105Updated 4 years ago
Alternatives and similar repositories for deep_control
Users that are interested in deep_control are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆149Updated 4 years ago
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆137Updated 5 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆183Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆191Updated 3 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- Clean baseline implementation of PPO using an episodic TransformerXL memory☆204Updated last year
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆195Updated 3 years ago
- Lightweight multi-agent gridworld Gym environment☆213Updated 2 years ago
- Baseline implementation of recurrent PPO using truncated BPTT☆160Updated last year
- Recurrent continuous reinforcement learning algorithms implemented in Pytorch.☆51Updated 4 years ago
- A curated list of awesome Model-based reinforcement learning resources☆95Updated 5 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆169Updated last year
- Experiments with reinforcement learning and recurrent neural networks☆114Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆198Updated 2 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆45Updated 3 months ago
- Partially Observable Process Gym☆211Updated 7 months ago
- Random network distillation on Montezuma's Revenge and Super Mario Bros.☆54Updated 8 months ago
- ☆202Updated 2 years ago
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)☆43Updated 3 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆188Updated last year
- Prioritized Experience Replay implementation with proportional prioritization☆86Updated 2 years ago
- Curiosity-driven Exploration by Self-supervised Prediction☆146Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆173Updated 2 months ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆66Updated 2 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Updated 2 years ago
- A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data …☆40Updated last year
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆125Updated 5 years ago
- ☆48Updated 2 months ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆94Updated last year
- Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)☆147Updated 7 years ago