pairlab / d2rl
Code for the paper "D2RL: Deep Dense Architectures for Reinforcement Learning"
☆38Updated 4 years ago
Alternatives and similar repositories for d2rl:
Users that are interested in d2rl are comparing it to the libraries listed below
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 9 months ago
- ☆21Updated 11 months ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆32Updated 2 years ago
- Pytorch implementation of "Maximum a Posteriori Policy Optimization" with Retrace for Discrete gym environments☆27Updated 4 years ago
- Meta-RL Model-Based Algorithm☆31Updated 10 months ago
- ☆41Updated last year
- Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"☆30Updated 2 years ago
- Experiments to train transformer network to master reinforcement learning environments.☆32Updated 4 years ago
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)☆40Updated 2 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆37Updated 2 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 5 months 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
- Advantage weighted Actor Critic for Offline RL☆50Updated 2 years ago
- Code and project page for D-REX algorithm from the paper "Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrat…☆50Updated 2 years ago
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Updated 4 months ago
- Learning to Coordinate Manipulation Skills via Skill Behavior Diversification (ICLR 2020)☆44Updated 2 years ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆27Updated 2 years ago
- ☆18Updated 2 years ago
- Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL Workshop, NeurIPS 21)☆83Updated last year
- ☆23Updated 11 months ago
- Unofficial re-implementation of "Learning Latent Dynamics for Planning from Pixels" (https://arxiv.org/abs/1811.04551 ) with PyTorch☆46Updated 4 years ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 3 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆68Updated 9 months ago
- Official repo for Offline RL for Online RL☆16Updated last year
- DecentralizedLearning☆24Updated 2 years ago
- MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.☆45Updated last year
- Benchmark data (i.e., DeepMind Control Suite and MuJoCo) for RL.☆28Updated 4 years ago
- PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).☆89Updated 8 months ago