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Reinforcement Learning
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Game AI
511 directly classified papers
Papers per year
2003: 1
2006: 2
2007: 1
2008: 2
2009: 3
2010: 1
2011: 3
2012: 1
2013: 3
2014: 3
2015: 3
2016: 5
2017: 20
2018: 33
2019: 51
2020: 67
2021: 83
2022: 69
2023: 59
2024: 69
2025: 24
2026: 8
Papers
Mean Field Multi-Agent Reinforcement Learning
ICML 2018
Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?
ICML 2018
Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling
ICML 2018
Feedback-Based Tree Search for Reinforcement Learning
ICML 2018
Visualizing and Understanding Atari Agents
ICML 2018
Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems
ICML 2018
Efficient Computation of Approximate Equilibria in Discrete Colonel Blotto Games
IJCAI 2018
Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search
IJCAI 2018
High-Fidelity Simulated Players for Interactive Narrative Planning
IJCAI 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling
ACL 2018
Cross-modal Bidirectional Translation via Reinforcement Learning
IJCAI 2018
[RETRACTED] Playing 20 Question Game with Policy-Based Reinforcement Learning
EMNLP 2018
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid
IJCAI 2018
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games
NIPS 2017
Thinking Fast and Slow with Deep Learning and Tree Search
NIPS 2017
Interactive Narrative Personalization with Deep Reinforcement Learning
IJCAI 2017
Off-policy evaluation for slate recommendation
NIPS 2017
Smoothing Method for Approximate Extensive-Form Perfect Equilibrium
IJCAI 2017
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes
NIPS 2017
Super-Human AI for Strategic Reasoning: Beating Top Pros in Heads-Up No-Limit Texas Hold'em
IJCAI 2017
An Algorithm for Constructing and Solving Imperfect Recall Abstractions of Large Extensive-Form Games
IJCAI 2017
Robotic Strategic Behavior in Adversarial Environments
IJCAI 2017
Tactics of Adversarial Attack on Deep Reinforcement Learning Agents
IJCAI 2017
Libratus: The Superhuman AI for No-Limit Poker
IJCAI 2017
Improving Reinforcement Learning with Confidence-Based Demonstrations
IJCAI 2017
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