lerrytang / train-procgen-pfrl
PyTorch code to train and evaluate Procgen tasks
☆23Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for train-procgen-pfrl
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆90Updated 6 years ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆86Updated 5 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆66Updated 4 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆68Updated last year
- AGAC: Adversarially Guided Actor-Critic☆47Updated 3 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 4 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆35Updated 5 years ago
- Deep Variational Reinforcement Learning☆134Updated 2 years ago
- Efficient Exploration via State Marginal Matching (2019)☆66Updated 5 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 6 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆102Updated last year
- MultiTask Environments for Reinforcement Learning.☆74Updated 2 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆66Updated 6 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas☆49Updated last year
- Reinforcement Learning with Latent Flow☆43Updated 3 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆52Updated 5 years ago
- Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.☆76Updated 4 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- impact-driven-exploration☆128Updated last year
- ☆81Updated 3 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 3 years ago
- ☆44Updated 5 years ago