prasoongoyal / rl-learnLinks
Using Natural Language for Reward Shaping in Reinforcement Learning
☆24Updated last year
Alternatives and similar repositories for rl-learn
Users that are interested in rl-learn are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of "Language as an Abstraction for Hierarchical Deep Reinforcement Learning" paper☆26Updated 3 years ago
- BabyAI++: Towards Grounded language Learning beyond Memorization, ICLR BeTR-RL 2020☆26Updated 5 years ago
- cordial-sync is a software package than can be used to reproduce the results from the paper "A Cordial Sync: Going Beyond Marginal Polici…☆40Updated 4 years ago
- Reproducing the reinforcement learning models used in "Emergence of Linguistic Communication from Referential Games with Symbolic and Pix…☆12Updated 7 years ago
- CLEVR-Robot: a reinforcement learning environment combining vision, language and control.☆135Updated last year
- Official code for the paper "Learning Transition Policies for Composing Complex Skills" (ICLR 2019)☆73Updated 6 years ago
- Solving reinforcement learning tasks which require language and vision☆33Updated 2 years ago
- Dataset collection and training code for "Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning"☆11Updated 6 months ago
- Code for our NeurIPS 2020 paper Improving Generalization in Reinforcement Learning with Mixture Regularization☆33Updated 4 years ago
- Implementation for ICML 2019 paper, EMI: Exploration with Mutual Information.☆36Updated 4 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆35Updated 5 years ago
- Implementation of Random Expert Distillation☆29Updated 6 years ago
- ☆54Updated 3 years ago
- On the pitfalls of measuring emergent communication☆34Updated 6 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆102Updated 2 years ago
- Reward shaping approach for instruction following settings, leveraging language at multiple levels of abstraction.☆21Updated 4 years ago
- Cornell Instruction Following Framework☆34Updated 3 years ago
- ☆43Updated 6 years ago
- Implements the Messenger environment and EMMA model.☆25Updated 2 years ago
- Mind-aware Multi-agent Management Reinforcement Learning☆82Updated 6 years ago
- [CVPR 2021] Official Implementation of VAI: Unsupervised Visual Attention and Invariance for Reinforcement Learning☆27Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- Pytorch code for "State-only Imitation with Transition Dynamics Mismatch" (ICLR 2020)☆20Updated 5 years ago
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆24Updated 6 years ago
- Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.a…☆50Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- Tensorflow code for "Learning Self-Imitating Diverse Policies" (ICLR 2019)☆20Updated 4 years ago
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆49Updated last year
- Code for Automatic Curriculum Learning through Value Disagreement☆31Updated 5 years ago
- Code for the CoRL 2019 paper AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers☆24Updated 2 years ago