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Applications

2,922 papers (40 classified directly here)

Subtopics

Robotics (2,069) Game AI (511) Value Iteration (356)

Papers per year

7
21
23
331
231
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Papers (including subtopics)

ForeSI: Success-Aware Visual Navigation Agent WACV 2022
Habitat 2.0: Training Home Assistants to Rearrange their Habitat NIPS 2021
Learning Space Partitions for Path Planning NIPS 2021
Self-Consistent Models and Values NIPS 2021
Regularized Softmax Deep Multi-Agent Q-Learning NIPS 2021
Solving Graph-based Public Goods Games with Tree Search and Imitation Learning NIPS 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning NIPS 2021
Learning to Execute: Efficient Learning of Universal Plan-Conditioned Policies in Robotics NIPS 2021
Temporally Abstract Partial Models NIPS 2021
Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots NIPS 2021
Reinforcement Learning in Reward-Mixing MDPs NIPS 2021
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning NIPS 2021
Neural Auto-Curricula in Two-Player Zero-Sum Games NIPS 2021
Learning Knowledge Graph-based World Models of Textual Environments NIPS 2021
Deep Synoptic Monte-Carlo Planning in Reconnaissance Blind Chess NIPS 2021
Environment Generation for Zero-Shot Compositional Reinforcement Learning NIPS 2021
Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP NIPS 2021
Representation Learning for Event-based Visuomotor Policies NIPS 2021
PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning NIPS 2021
Automatic Data Augmentation for Generalization in Reinforcement Learning NIPS 2021
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction NIPS 2021
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning NIPS 2021
History Aware Multimodal Transformer for Vision-and-Language Navigation NIPS 2021
Sim and Real: Better Together NIPS 2021
BooVI: Provably Efficient Bootstrapped Value Iteration NIPS 2021