mila-iqia / Conscious-Planning
Implementation for paper "A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning".
☆58Updated 11 months ago
Related projects: ⓘ
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆32Updated 2 years ago
- Generalised UDRL☆37Updated 2 years ago
- Reward Propagation using Graph Convolutional Networks☆13Updated 3 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆35Updated 2 weeks ago
- A PyTorch Implementation of Skipper☆20Updated 7 months ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆30Updated 4 years ago
- Code for Continual Reinforcement Learning with Multi-Timescale Replay☆20Updated 4 years ago
- PyTorch implementation for "On the Critical Role of Conventions in Adaptive Human-AI Collaboration", ICLR 2021☆14Updated 3 years ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆37Updated 3 years ago
- ☆20Updated 5 months ago
- Comp 781 Project☆8Updated 5 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆44Updated last year
- Implementation of the Fast Efficient Hyperparameter Tuning for Policy Gradient Methods https://arxiv.org/abs/1902.06583☆17Updated 4 years ago
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆39Updated 3 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
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago
- on-policy optimization baselines for deep reinforcement learning☆28Updated 4 years ago
- MBRL library in JAX☆9Updated last year
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆35Updated 2 years ago
- ☆30Updated last month
- 🧶 Minimal PyTorch Soft Actor Critic (SAC) implementation☆35Updated 2 years ago
- ☆25Updated 4 years ago
- ☆34Updated last year
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆39Updated last year
- RL CIRL Research☆12Updated last year
- Continual Reinforcement Learning in 3D Non-stationary Environments☆35Updated 5 years ago
- Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)☆32Updated 3 years ago
- PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN☆40Updated 3 years ago
- ☆23Updated last month
- Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"☆28Updated last year