LucasAlegre / sac-plus
Soft Actor-Critic implementation with SOTA model-free extension (REDQ) and SOTA model-based extension (MBPO).
☆14Updated 4 years ago
Alternatives and similar repositories for sac-plus:
Users that are interested in sac-plus are comparing it to the libraries listed below
- Implementation of VALOR (Variational Option Discovery Algorithms)☆10Updated 5 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆66Updated 2 years ago
- Recurrent continuous reinforcement learning algorithms implemented in Pytorch.☆50Updated 3 years ago
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆51Updated 3 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 4 years ago
- Pytorch implementation of "Maximum a Posteriori Policy Optimization" with Retrace for Discrete gym environments☆27Updated 4 years ago
- Advantage weighted Actor Critic for Offline RL☆50Updated 2 years ago
- Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch☆46Updated 4 years ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆89Updated 8 months ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Updated last year
- Simple maze environments using mujoco-py☆54Updated last year
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- ☆53Updated last year
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆37Updated 2 years ago
- ☆14Updated 5 years ago
- Inverse Constrained Reinforcement Learning (ICML 2021)☆22Updated 3 years ago
- Model-Based Offline Reinforcement Learning☆50Updated 4 years ago
- Code accompanying NeurIPS 2019 paper: "Distributional Policy Optimization - An Alternative Approach for Continuous Control"☆22Updated 5 years ago
- MVE: model-based value estimation☆11Updated 6 years ago
- NeurIPS Reproducibility Challenge 2019☆20Updated 5 years ago
- ☆9Updated 5 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆55Updated 2 weeks ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 5 months ago
- ☆31Updated 4 years ago
- A library for building reinforcement learning and imitation learning agents in Pytorch☆58Updated 4 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆65Updated last year
- ☆28Updated 3 years ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆53Updated 4 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 9 months ago